diff --git a/results/README.md b/results/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..693eab7053b995881aaff5cd632a69d9f9221be0
--- /dev/null
+++ b/results/README.md
@@ -0,0 +1,3 @@
+# Results
+
+Generated result tables belong here. Commit only small summary files that are allowed to be shared.
diff --git a/results/paper/paper_headline_comparison.csv b/results/paper/paper_headline_comparison.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d85ac61b2490ead7f0f4a714c7d6324e5d75c9b
--- /dev/null
+++ b/results/paper/paper_headline_comparison.csv
@@ -0,0 +1,53 @@
+result_type,comparison_scope,source_name,model_or_feature,scoreboard,evaluation_universe,auprc,ci_low,ci_high,auroc,mrr,recall_at_1,terms_ok_for_training
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,field_compatible_e2g,full_benchmark_138k,0.6515090087624756,0.5661086678015007,0.6865697996597102,0.9790334890567702,0.061211256965711225,0.06028474530388215,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,field_compatible_e2g,full_benchmark_138k,0.6440052022657523,0.5547089564598817,0.6778361149718646,0.9750048596318548,0.06126253766453136,0.06055652110855766,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,field_compatible_e2g,full_benchmark_138k,0.6379026011587243,0.5413702324732519,0.6664126618705554,0.9740552906401134,0.061167115599548086,0.06032768815661258,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,field_compatible_e2g,full_benchmark_138k,0.6348907689473677,0.5590306631395894,0.6735981489515749,0.9767774922966519,0.06128058340183208,0.060513578255827226,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,field_compatible_e2g,full_benchmark_138k,0.628631319885814,0.5341459432465462,0.6553127006429378,0.9747429941038794,0.061225858252781,0.06033969934169876,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,field_compatible_e2g,full_benchmark_138k,0.6250163457987695,0.5469792941441491,0.6608264652715575,0.9760762471995207,0.06113827793511042,0.06028474530388215,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,field_compatible_e2g,full_benchmark_138k,0.6163264227871341,0.5266313119425095,0.6480876265690304,0.9746730330657309,0.061096759203177864,0.06028474530388215,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,field_compatible_e2g,full_benchmark_138k,0.6125041124174517,0.5290633063662551,0.6570206865275952,0.974317912199877,0.06118158839070072,0.06032768815661258,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,field_compatible_e2g,full_benchmark_138k,0.6083688535275066,0.5183509207116546,0.643067913068694,0.9761022410542315,0.061183753980867714,0.060324786228062,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,field_compatible_e2g,full_benchmark_138k,0.5951369515447468,0.5036320389701967,0.6293582473881493,0.976756996496561,0.061253185675807356,0.060548249915212835,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,field_compatible_e2g,full_benchmark_138k,0.5729880607329099,0.48144355328167326,0.6017969796559713,0.9714553934868022,0.06093903186539137,0.05984736177842298,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,field_compatible_e2g,full_benchmark_138k,0.4898409463733236,0.42015021101416294,0.53985336818666,0.9635828110276844,0.06041709886111727,0.05921454430490667,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,field_compatible_e2g,full_benchmark_138k,0.3860212863390343,0.3147494869304455,0.4281753434726135,0.9500934309466634,0.05979169341173638,0.05784863437145854,True
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,high_confidence,full_benchmark_138k,0.6285699565191688,0.5443186746402892,0.6639929724250621,0.9742179838610154,0.05924103963420163,0.058093534601844854,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,high_confidence,full_benchmark_138k,0.6215240152822614,0.5333175320610902,0.6597630087847022,0.9705129921792132,0.059216926353710606,0.05812212188100202,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,high_confidence,full_benchmark_138k,0.6162679158861553,0.5210698418658263,0.6443797758028279,0.9702442881311868,0.059128913215048096,0.05791025747422236,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,high_confidence,full_benchmark_138k,0.6120557792070591,0.529501939907904,0.6499679627962158,0.9724770316515994,0.05919899562147605,0.058093534601844854,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,high_confidence,full_benchmark_138k,0.6042468117745026,0.5051871537984534,0.6351647615523219,0.9693702019252134,0.05905335988978929,0.05774176644604177,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,high_confidence,full_benchmark_138k,0.6022218018151736,0.5199503589429988,0.6392693012906906,0.971270089200663,0.05917516749489173,0.058093534601844854,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,high_confidence,full_benchmark_138k,0.5936040775583202,0.5131030829472375,0.635083843077501,0.9704062243240912,0.05921291452378567,0.05812212188100202,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,high_confidence,full_benchmark_138k,0.5931337532126284,0.504984271543101,0.6266833340531376,0.970116045835054,0.05913642509326311,0.058093534601844854,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,high_confidence,full_benchmark_138k,0.5845624311767637,0.49252306415329816,0.6212424530391296,0.96994635665443,0.05912471908100779,0.05794911455321389,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,high_confidence,full_benchmark_138k,0.5750384138539121,0.4817736810770101,0.6082831088422481,0.9712315756494002,0.05921598903422842,0.05812527555438309,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,high_confidence,full_benchmark_138k,0.5551533491522552,0.46223650976094904,0.5896889629222903,0.968613465703435,0.05892415687136236,0.05747805123411487,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,high_confidence,full_benchmark_138k,0.4761794346507404,0.4074760857364994,0.5253072458645852,0.9622112509680866,0.05865697275672965,0.057325961212495266,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,high_confidence,full_benchmark_138k,0.3672216929239383,0.30535523868157266,0.4128857964483371,0.9465259385144833,0.05795617283431229,0.05589365347711418,True
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,strict_all,full_benchmark_138k,0.2965073656661311,0.25426180720800895,0.32320300359244836,0.8816363155144001,0.08855605396354801,0.08063626016073805,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,strict_all,full_benchmark_138k,0.2899971297190417,0.24163813471723475,0.31716924269752433,0.8831318622990239,0.08864801806632205,0.08048853595069683,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,strict_all,full_benchmark_138k,0.2878522044410865,0.2425686293599788,0.3165371812947211,0.8789930323484313,0.08858078264035256,0.08089771578980977,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,strict_all,full_benchmark_138k,0.2849047054756116,0.24300524322546424,0.3101164492803286,0.881675097339431,0.08865579863442248,0.08031964417803156,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,strict_all,full_benchmark_138k,0.2816692615193929,0.23663992089309652,0.30883195178792266,0.8660189727556729,0.08788807588698724,0.07994759976710113,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,strict_all,full_benchmark_138k,0.2784319492981832,0.23662966188120646,0.3047320877627248,0.8776116899780593,0.08835120216801585,0.08038199930776144,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,strict_all,full_benchmark_138k,0.27841593497809664,0.23383882460241331,0.3000065796660237,0.8830283786286255,0.08847696761324499,0.0806079098884831,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,strict_all,full_benchmark_138k,0.27336900235296596,0.23386429312600923,0.3019499027113647,0.8649219610058214,0.08687287266541772,0.0783277104973034,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,strict_all,full_benchmark_138k,0.2729780005678151,0.23056826066643787,0.2975024080584426,0.8672048884583582,0.08776571659286343,0.07994494629437562,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,strict_all,full_benchmark_138k,0.260123048446885,0.21802741497444805,0.2823924779475045,0.8647251567930138,0.0884133409158561,0.08083048838472365,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,strict_all,full_benchmark_138k,0.2594424272359668,0.22477104350027985,0.29093608928736925,0.868152882265122,0.08727598876471584,0.07904968507019547,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,strict_all,full_benchmark_138k,0.2255909752474253,0.19242708675931539,0.25213821344081244,0.8600893761861833,0.08747165502132924,0.07955324222717251,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,strict_all,full_benchmark_138k,0.18420892943957679,0.1527315521253184,0.20236306638294238,0.8511244853638195,0.08664400052973287,0.07806476917170804,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,very_high_confidence,full_benchmark_138k,0.7135841610301003,0.5814084298173322,0.7727328226614099,0.9841908200597647,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,very_high_confidence,full_benchmark_138k,0.7117060831740245,0.5867176899564607,0.769497143862186,0.980284216342635,0.02545071204080806,0.02489640669261127,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,very_high_confidence,full_benchmark_138k,0.698381192629186,0.5645163425111517,0.7624694272681026,0.9831141699998494,0.025750772186494277,0.02549652698398371,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,very_high_confidence,full_benchmark_138k,0.6923976594520254,0.5507740763433626,0.7463993823102365,0.984433941904784,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,very_high_confidence,full_benchmark_138k,0.6750868574212904,0.5392351441132546,0.7317081411214437,0.9804056293693748,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,very_high_confidence,full_benchmark_138k,0.6741358142239404,0.5415684039270476,0.7375625751653897,0.9772808052798323,0.02545071204080806,0.024896406692611273,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,very_high_confidence,full_benchmark_138k,0.6707839743669473,0.5406341335062341,0.7307148361383462,0.9815714137565786,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,very_high_confidence,full_benchmark_138k,0.6613936115750342,0.5348445541592309,0.7251411060608164,0.9776165398059611,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,very_high_confidence,full_benchmark_138k,0.6439843544190871,0.5037285450264865,0.7073745665647351,0.9723534555897604,0.02545071204080806,0.02489640669261127,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,very_high_confidence,full_benchmark_138k,0.6179272236754259,0.5027520771704822,0.7054581667031002,0.9726607962135277,0.02540578841097877,0.02489640669261127,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,very_high_confidence,full_benchmark_138k,0.6095981130023923,0.468675745500304,0.6710044354977951,0.9815650763800221,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,very_high_confidence,full_benchmark_138k,0.5192198139410688,0.3782084115187274,0.5886511607598229,0.9774004327405036,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,very_high_confidence,full_benchmark_138k,0.37227183516978857,0.27165535559764553,0.4553121567792214,0.9607209780364657,0.02524049915478042,0.024565828180214577,True
diff --git a/results/paper/paper_honest_leaderboard.csv b/results/paper/paper_honest_leaderboard.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0ce73a6a4458deb43e613816d966083bc348dec
--- /dev/null
+++ b/results/paper/paper_honest_leaderboard.csv
@@ -0,0 +1,25 @@
+model,scoreboard,n_pairs,prevalence,auprc,auprc_ci_low,auprc_ci_high,auroc,precision_at_1,precision_at_5,precision_at_10,ece
+ensemble_proxy_residual_v1,field_compatible_e2g,16778,0.01734414113720348,0.6265504415205705,0.5661086678015007,0.6865697996597102,0.9798124816449157,0.0,0.4,0.7,0.18599818760260964
+residual_gate,field_compatible_e2g,16778,0.01734414113720348,0.5896082695122017,0.5266313119425095,0.6480876265690304,0.9752542719797771,0.0,0.4,0.7,0.2170660169221907
+re2g_extended,field_compatible_e2g,16778,0.01734414113720348,0.5820413833939936,0.5183509207116546,0.643067913068694,0.9770165685053954,0.0,0.4,0.7,0.23985583338885658
+observed_hic_reabc,field_compatible_e2g,16778,0.01734414113720348,0.5642902879296154,0.5036320389701967,0.6293582473881493,0.9777581712301914,0.0,0.8,0.6,0.3237553037798111
+pu_set_molecular,field_compatible_e2g,16778,0.01734414113720348,0.4660966525412397,0.4074759744029788,0.5279484909992259,0.954989633611153,1.0,0.8,0.7,0.032724958450298526
+distance_abc,field_compatible_e2g,16778,0.01734414113720348,0.37039229043836713,0.3147494869304455,0.4281753434726135,0.949403018143838,1.0,0.6,0.6,0.27983686804061403
+ensemble_proxy_residual_v1,high_confidence,19125,0.016104575163398693,0.603666938917732,0.5443186746402892,0.6639929724250621,0.9751421586862943,0.0,0.4,0.7,0.1866970869130563
+residual_gate,high_confidence,19125,0.016104575163398693,0.5667079426470731,0.504984271543101,0.6266833340531376,0.9710473535605065,0.0,0.4,0.7,0.2164954430040057
+re2g_extended,high_confidence,19125,0.016104575163398693,0.5585834788381682,0.49252306415329816,0.6212424530391296,0.9709641875369674,0.0,0.4,0.7,0.2385698980451706
+observed_hic_reabc,high_confidence,19125,0.016104575163398693,0.5430028086204335,0.4817736810770101,0.6082831088422481,0.9720292992865667,0.0,0.8,0.6,0.3211946351322472
+pu_set_molecular,high_confidence,19125,0.016104575163398693,0.44062860229484063,0.38145548112629496,0.505602828392446,0.9458256177579131,1.0,0.8,0.7,0.031236828342194354
+distance_abc,high_confidence,19125,0.016104575163398693,0.35276803179911037,0.30535523868157266,0.4128857964483371,0.9461468939733275,1.0,0.6,0.6,0.2759927425520765
+ensemble_proxy_residual_v1,strict_all,40322,0.01646743713109469,0.28541434447356184,0.25426180720800895,0.32320300359244836,0.8784134090449245,0.0,0.2,0.2,0.20924380845199195
+residual_gate,strict_all,40322,0.01646743713109469,0.27376080784558515,0.24300524322546424,0.3101164492803286,0.8771317049933558,0.0,0.2,0.2,0.2344833107926746
+re2g_extended,strict_all,40322,0.01646743713109469,0.2680607130432016,0.23662966188120646,0.3047320877627248,0.876715951505857,0.0,0.2,0.2,0.2546669669583063
+observed_hic_reabc,strict_all,40322,0.01646743713109469,0.26421781938643807,0.23383882460241331,0.3000065796660237,0.8819387692481561,0.0,0.4,0.3,0.334479452456502
+pu_set_molecular,strict_all,40322,0.01646743713109469,0.19380567166630233,0.16830783003999583,0.22158523052203183,0.8440392388050361,1.0,0.6,0.3,0.04051529242425221
+distance_abc,strict_all,40322,0.01646743713109469,0.1764834850369487,0.1527315521253184,0.20236306638294238,0.849680354379341,0.0,0.2,0.3,0.2860391426244499
+ensemble_proxy_residual_v1,very_high_confidence,9382,0.010658708164570454,0.6748544026355536,0.5867176899564607,0.769497143862186,0.9799019607843137,1.0,0.8,0.9,0.18100388253759275
+residual_gate,very_high_confidence,9382,0.010658708164570454,0.6287080036492164,0.5348445541592309,0.7251411060608164,0.9778560655031243,1.0,0.8,0.9,0.21194154299833165
+observed_hic_reabc,very_high_confidence,9382,0.010658708164570454,0.6081537253745161,0.5037285450264865,0.7073745665647351,0.9714145658263306,1.0,0.8,0.8,0.3177538696056864
+re2g_extended,very_high_confidence,9382,0.010658708164570454,0.602411378611713,0.5027520771704822,0.7054581667031002,0.9721374703727645,1.0,0.8,0.9,0.23398945047758724
+pu_set_molecular,very_high_confidence,9382,0.010658708164570454,0.4446283896891536,0.35124333544605846,0.5500690957247943,0.9424509803921569,1.0,0.6,0.6,0.030912725218740077
+distance_abc,very_high_confidence,9382,0.010658708164570454,0.36159557579186247,0.27165535559764553,0.4553121567792214,0.9598448610213316,1.0,0.8,0.7,0.2726845293267481
diff --git a/results/paper/paper_incremental_value.csv b/results/paper/paper_incremental_value.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbf23def01f63d95bf47a492a5fc433bce5c4022
--- /dev/null
+++ b/results/paper/paper_incremental_value.csv
@@ -0,0 +1,17 @@
+scoreboard,n_pairs,n_regions,n_positive,auprc_trained,auprc_feature,auprc_blend,diff_blend_minus_trained,ci_low,ci_high,p_value,spearman_feature_vs_model,adds_value,panel,feature_source,feature,trained_model
+strict_all,2302,250,314,0.7278059629772614,0.6368191161663307,0.7106956260935192,-0.017110336883742194,-0.03743153685830222,0.0024705502352204336,0.096,0.5221667526357769,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+high_confidence,1070,246,187,0.9159344411410546,0.8412454934994064,0.9014756651556063,-0.014458775985448313,-0.034535454328784694,0.003486704920771514,0.116,0.5660733310573297,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+field_compatible_e2g,1013,238,173,0.9379877563241552,0.8704229890276831,0.926601319527621,-0.011386436796534172,-0.031248051461424925,0.00758949951475986,0.226,0.57071609548771,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+very_high_confidence,530,202,100,0.926445896958734,0.8674273097482873,0.913834255053339,-0.012611641905394988,-0.037404375381710014,0.010862913633968055,0.322,0.6094274132104288,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+strict_all,2302,250,314,0.7313741560765576,0.6368191161663307,0.7161694360363368,-0.015204720040220887,-0.0369096326926239,0.005456786299849686,0.16,0.4557418084980739,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+high_confidence,1070,246,187,0.9216300724915244,0.8412454934994064,0.9068883931347497,-0.014741679356774728,-0.03530003197218741,0.00373432828811122,0.112,0.5150928066600954,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+field_compatible_e2g,1013,238,173,0.93960357272051,0.8704229890276831,0.9300598229632645,-0.009543749757245479,-0.029641680035725777,0.00955047587576589,0.298,0.5325836972919877,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+very_high_confidence,530,202,100,0.9397947449093143,0.8674273097482873,0.9204147634506502,-0.019379981458664042,-0.04704686369698934,0.007983037069681636,0.168,0.5589612515664832,False,top250,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+strict_all,5904,600,664,0.6957774430989128,0.5885357812553353,0.675431682063964,-0.020345761034948784,-0.0402809625346681,0.0010548411212533185,0.072,0.4828402604833807,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+high_confidence,2753,570,308,0.9043991047021523,0.8014010451936466,0.8772088705408179,-0.02719023416133448,-0.04599336911136727,-0.0068451997451959784,0.01,0.4886198157054772,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+field_compatible_e2g,2572,547,291,0.9229028741297031,0.8234656171861537,0.8973268069371252,-0.025576067192577878,-0.043723478743729685,-0.008528865883460657,0.002,0.4930616051069166,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+very_high_confidence,1293,465,100,0.8858484687873412,0.8186234252586512,0.8770373881359265,-0.008811080651414782,-0.041960483167059096,0.020294713702824742,0.592,0.46337526593382183,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+strict_all,5904,600,664,0.6871840786820296,0.5885357812553353,0.6752058987087315,-0.011978179973298086,-0.032509901826056516,0.009010426531613729,0.242,0.40924375031902066,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+high_confidence,2753,570,308,0.9081238560155114,0.8014010451936466,0.8806973134316803,-0.027426542583831037,-0.04585438766264646,-0.008088013412072485,0.008,0.42549486471767745,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+field_compatible_e2g,2572,547,291,0.9226729012130083,0.8234656171861537,0.8994963621145685,-0.023176539098439752,-0.041501197353123756,-0.00591604281058294,0.012,0.4410021981505217,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
+very_high_confidence,1293,465,100,0.9071943418966708,0.8186234252586512,0.8869697985877959,-0.02022454330887491,-0.05507095787688393,0.012640084679160566,0.198,0.3888289903373914,False,all_positive,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,ensemble_proxy_residual_v1
diff --git a/results/paper/paper_incremental_value.md b/results/paper/paper_incremental_value.md
new file mode 100644
index 0000000000000000000000000000000000000000..2ec8c92f707bf1c4931892b4288785066348a22b
--- /dev/null
+++ b/results/paper/paper_incremental_value.md
@@ -0,0 +1,25 @@
+# Incremental Value Of Sequence Counterfactual Features
+
+Does adding the sequence counterfactual feature improve AUPRC over the
+strongest trained molecular model, on identical matched rows? `adds_value`
+is True only when the paired region-bootstrap 95% CI of (blend - trained)
+is entirely above zero.
+
+| panel | trained_model | scoreboard | auprc_trained | auprc_feature | auprc_blend | diff | ci_low | ci_high | adds_value |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| top250 | observed_hic_reabc | strict_all | 0.7278 | 0.6368 | 0.7107 | -0.0171 | -0.0374 | +0.0025 | False |
+| top250 | observed_hic_reabc | high_confidence | 0.9159 | 0.8412 | 0.9015 | -0.0145 | -0.0345 | +0.0035 | False |
+| top250 | observed_hic_reabc | field_compatible_e2g | 0.9380 | 0.8704 | 0.9266 | -0.0114 | -0.0312 | +0.0076 | False |
+| top250 | observed_hic_reabc | very_high_confidence | 0.9264 | 0.8674 | 0.9138 | -0.0126 | -0.0374 | +0.0109 | False |
+| top250 | ensemble_proxy_residual_v1 | strict_all | 0.7314 | 0.6368 | 0.7162 | -0.0152 | -0.0369 | +0.0055 | False |
+| top250 | ensemble_proxy_residual_v1 | high_confidence | 0.9216 | 0.8412 | 0.9069 | -0.0147 | -0.0353 | +0.0037 | False |
+| top250 | ensemble_proxy_residual_v1 | field_compatible_e2g | 0.9396 | 0.8704 | 0.9301 | -0.0095 | -0.0296 | +0.0096 | False |
+| top250 | ensemble_proxy_residual_v1 | very_high_confidence | 0.9398 | 0.8674 | 0.9204 | -0.0194 | -0.0470 | +0.0080 | False |
+| all_positive | observed_hic_reabc | strict_all | 0.6958 | 0.5885 | 0.6754 | -0.0203 | -0.0403 | +0.0011 | False |
+| all_positive | observed_hic_reabc | high_confidence | 0.9044 | 0.8014 | 0.8772 | -0.0272 | -0.0460 | -0.0068 | False |
+| all_positive | observed_hic_reabc | field_compatible_e2g | 0.9229 | 0.8235 | 0.8973 | -0.0256 | -0.0437 | -0.0085 | False |
+| all_positive | observed_hic_reabc | very_high_confidence | 0.8858 | 0.8186 | 0.8770 | -0.0088 | -0.0420 | +0.0203 | False |
+| all_positive | ensemble_proxy_residual_v1 | strict_all | 0.6872 | 0.5885 | 0.6752 | -0.0120 | -0.0325 | +0.0090 | False |
+| all_positive | ensemble_proxy_residual_v1 | high_confidence | 0.9081 | 0.8014 | 0.8807 | -0.0274 | -0.0459 | -0.0081 | False |
+| all_positive | ensemble_proxy_residual_v1 | field_compatible_e2g | 0.9227 | 0.8235 | 0.8995 | -0.0232 | -0.0415 | -0.0059 | False |
+| all_positive | ensemble_proxy_residual_v1 | very_high_confidence | 0.9072 | 0.8186 | 0.8870 | -0.0202 | -0.0551 | +0.0126 | False |
\ No newline at end of file
diff --git a/results/paper/paper_matched_panel_comparison.csv b/results/paper/paper_matched_panel_comparison.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13adcd66881e35976741097c544b34aab63f76ef
--- /dev/null
+++ b/results/paper/paper_matched_panel_comparison.csv
@@ -0,0 +1,129 @@
+source_name,model_name,scoreboard,auprc,auprc_lift,auroc,mrr,prevalence,recall_at_1,target_auprc,target_met,panel,evaluation_universe,result_type,ci_low,ci_high
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,field_compatible_e2g,0.9272801388193148,8.259668744960935,0.9799368544297427,0.4971975611721932,0.1145887626391715,0.48955050648408116,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8981861078196884,0.9461082514031017
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,field_compatible_e2g,0.9262040277671104,8.262699282725492,0.9784975905977626,0.49732608293301583,0.1145887626391715,0.4913853688694023,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8987787576073473,0.9465537012420938
+residual_gate,residual_deepset_calibrated_gate_v1,field_compatible_e2g,0.9237386208218815,8.231088713818549,0.9787707037676684,0.496211418705444,0.1145887626391715,0.48955050648408116,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8925164187102305,0.9440505496040128
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,field_compatible_e2g,0.9127358594986633,8.126012620202939,0.9728403745424062,0.4968969682650182,0.1145887626391715,0.4898229465892287,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8816092188780157,0.9363517825542392
+field_leader,logistic_re2g_extended_highconf_c0003,field_compatible_e2g,0.9123703683207086,8.136721616633112,0.9729334272986275,0.4971834431922416,0.1145887626391715,0.4896612309383678,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8789483390065835,0.9348369262400509
+re2g_extended_features,logistic_re2g_extended_features_c0003,field_compatible_e2g,0.9081004379661707,8.091483920186606,0.9756335237397424,0.4967326080671275,0.1145887626391715,0.4895671870512205,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8757136802476418,0.9306389285365009
+distance_abc,logistic_distance_abc,field_compatible_e2g,0.8469465255813311,7.566347639491527,0.9589988169079602,0.4855721552959393,0.1145887626391715,0.46967032139314374,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.7948331872083162,0.8857678280188092
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,field_compatible_e2g,0.828159620239983,7.356944222521371,0.935803328619861,0.4788968376214441,0.1145887626391715,0.4608166401256694,0.62,True,all_positive,oracle_panel_all_positive,no_training_oracle,0.7868576598582022,0.8605548590052952
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,high_confidence,0.9127249010595311,8.266632871535347,0.9743016538516992,0.5046275255765511,0.11359231132207244,0.49487169328248787,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8794643657573092,0.935409141190767
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,high_confidence,0.9088510786344706,8.250497002740769,0.971225883729226,0.5041632127951468,0.11359231132207244,0.4948216432324378,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8753990380891978,0.930885393667158
+residual_gate,residual_deepset_calibrated_gate_v1,high_confidence,0.9082962937827324,8.230300453547963,0.9735461686684037,0.5036908511995968,0.11359231132207244,0.49487169328248787,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.876341149579022,0.9322167971013964
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,high_confidence,0.9011235477750658,8.154850344097284,0.9681564319680053,0.5042813790802296,0.11359231132207244,0.49504188596392495,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8680669145557499,0.9255300678425963
+field_leader,logistic_re2g_extended_highconf_c0003,high_confidence,0.8930804435728318,8.105947498058686,0.9663296875842354,0.5028660952499033,0.11359231132207244,0.4914883098991045,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8601727031544073,0.9196617616106705
+re2g_extended_features,logistic_re2g_extended_features_c0003,high_confidence,0.887929962563315,8.051253498509926,0.9675583313788817,0.5034001544558766,0.11359231132207244,0.49328269048658857,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.8514551882886848,0.9150376640281919
+distance_abc,logistic_distance_abc,high_confidence,0.8369957412309115,7.609642177358009,0.9546125338469821,0.4935272801926974,0.11359231132207244,0.4758582195388792,0.62,True,all_positive,oracle_panel_all_positive,trainable,0.7886748959059484,0.8751194508905189
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,high_confidence,0.8063631866202471,7.291189830468042,0.9201190782418058,0.4821433755541077,0.11359231132207244,0.4601979940960451,0.62,True,all_positive,oracle_panel_all_positive,no_training_oracle,0.761861590163614,0.8371721668687155
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,strict_all,0.6968639791541077,6.149790436858139,0.8724934313559286,0.8142970971980814,0.11374599362967039,0.7417323599075639,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.6582466011869769,0.7345604684278412
+residual_gate,residual_deepset_calibrated_gate_v1,strict_all,0.6905663747495702,6.090939689601892,0.8864235039452412,0.8157532381713217,0.11374599362967039,0.7384316090309048,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.6515088947920468,0.7290916320868442
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,strict_all,0.6897149597668693,6.080042184488495,0.8769306582109622,0.8150095942769264,0.11374599362967039,0.7417526124636146,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.6519989418477301,0.7273228470872339
+re2g_extended_features,logistic_re2g_extended_features_c0003,strict_all,0.6709840329142762,5.9182266634959895,0.8664666019221858,0.8124993048366133,0.11374599362967039,0.7386260851760772,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.6284762459248406,0.708772510408594
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,strict_all,0.6628174617848726,5.838858674235752,0.8549053449963069,0.8030276696386153,0.11374599362967039,0.7268962943337934,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.6244914287989981,0.7027929207829254
+field_leader,logistic_re2g_extended_highconf_c0003,strict_all,0.6597579563980569,5.821251918713996,0.8556160316240048,0.8077184981812746,0.11374599362967039,0.735582482090567,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.618850010114444,0.6981459482438561
+distance_abc,logistic_distance_abc,strict_all,0.6422985035997639,5.667776931574787,0.8578155048377301,0.79783261517823,0.11374599362967039,0.7188621946932819,0.3,True,all_positive,oracle_panel_all_positive,trainable,0.5990063599565387,0.6785458104172907
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,strict_all,0.5952009870511883,5.270124156047925,0.8268018489318326,0.7763985754680591,0.11374599362967039,0.6852051781647578,0.3,True,all_positive,oracle_panel_all_positive,no_training_oracle,0.5535814964868861,0.6224898957853006
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,very_high_confidence,0.9203349873038045,13.141831825641063,0.9791845036229626,0.20785413653783014,0.07911891162468185,0.20345709758108782,0.7,True,all_positive,oracle_panel_all_positive,trainable,0.8571058671797405,0.9474767338302666
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,very_high_confidence,0.9184177950815726,13.083131925181362,0.9813496849351099,0.2101115873938859,0.07911891162468185,0.20797199929319943,0.7,True,all_positive,oracle_panel_all_positive,trainable,0.8593862285771168,0.9455814878737132
+residual_gate,residual_deepset_calibrated_gate_v1,very_high_confidence,0.9139141539030259,13.09270406930311,0.9790114823492724,0.2089067681167775,0.07911891162468185,0.20556236073898257,0.7,True,all_positive,oracle_panel_all_positive,trainable,0.8515636901014643,0.9395925898599568
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,very_high_confidence,0.9004021554825623,12.923159774549912,0.9704447399361851,0.20785413653783014,0.07911891162468185,0.20345709758108782,0.7,True,all_positive,oracle_panel_all_positive,trainable,0.8342019550446258,0.9310768211648135
+field_leader,logistic_re2g_extended_highconf_c0003,very_high_confidence,0.8973216049428043,12.927615252632753,0.9779430867703909,0.2089067681167775,0.07911891162468185,0.20556236073898257,0.7,True,all_positive,oracle_panel_all_positive,trainable,0.8270923886397109,0.9295265672734121
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+re2g_extended_features,logistic_re2g_extended_features_c0003,very_high_confidence,0.9211190197352632,5.281168514551851,0.9616845375160592,0.4813107682097229,0.2009539058870379,0.4721951219512195,0.7,True,top250,oracle_panel_top250,trainable,0.8695525087064654,0.949904258964356
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,very_high_confidence,0.888089556441054,5.09529064486035,0.9222284816451483,0.46688999502239914,0.2009539058870379,0.45101045296167247,0.7,True,top250,oracle_panel_top250,no_training_oracle,0.8130855494299889,0.918149512987483
+distance_abc,logistic_distance_abc,very_high_confidence,0.8841689699936864,4.995698046745213,0.9628849858161452,0.47845362535258007,0.2009539058870379,0.4664808362369338,0.7,True,top250,oracle_panel_top250,trainable,0.811852199335769,0.9376594428413766
+residual_gate,residual_deepset_calibrated_gate_v1,field_compatible_e2g,0.871327790559177,5.0879145279742835,0.916021269524759,0.6747811447811447,0.194727767857395,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7627409875838032,0.9295548664566373
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,field_compatible_e2g,0.8693197314667904,5.120466290971193,0.9145448654037887,0.6784848484848485,0.194727767857395,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7446111653215407,0.9249626198162256
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,field_compatible_e2g,0.8635892110213016,5.071323309226225,0.9239664340312397,0.6747811447811447,0.194727767857395,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7400424049582041,0.9193389280592186
+re2g_extended_features,logistic_re2g_extended_features_c0003,field_compatible_e2g,0.8568063261389742,4.976749107578518,0.9228230309072781,0.6784848484848485,0.194727767857395,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7463885883249449,0.9182998596179947
+field_leader,logistic_re2g_extended_highconf_c0003,field_compatible_e2g,0.8530401085279381,4.971501844174157,0.9174504818876702,0.6784848484848485,0.194727767857395,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7138880929903099,0.91769324789697
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,field_compatible_e2g,0.8430651922399172,4.951227917799459,0.9106847789963443,0.6759595959595959,0.194727767857395,0.6623232323232323,0.62,True,top50,oracle_panel_top50,trainable,0.6878188693479794,0.908143259380129
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,field_compatible_e2g,0.8208185698696822,4.915917988681295,0.8852900145716696,0.6221717171717172,0.194727767857395,0.5901010101010101,0.62,True,top50,oracle_panel_top50,no_training_oracle,0.6859549080907138,0.8988103632922433
+distance_abc,logistic_distance_abc,field_compatible_e2g,0.802736666348862,4.616580113820362,0.9025021346217758,0.634023569023569,0.194727767857395,0.5767676767676767,0.62,True,top50,oracle_panel_top50,trainable,0.6018439671358028,0.8877193931631341
+residual_gate,residual_deepset_calibrated_gate_v1,high_confidence,0.8708341062614791,5.154720512578149,0.9164703115814227,0.6747811447811447,0.19199891594290844,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7626125866980074,0.9294684685839351
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,high_confidence,0.8673089800442743,5.179074047543166,0.9135473251028806,0.6784848484848485,0.19199891594290844,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7435200762612135,0.9245582231734938
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,high_confidence,0.8635892110213016,5.140269957867459,0.9258759553203998,0.6747811447811447,0.19199891594290844,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7400424049582041,0.9193389280592186
+re2g_extended_features,logistic_re2g_extended_features_c0003,high_confidence,0.8565325506668403,5.0429925074123725,0.9237189888301,0.6784848484848485,0.19199891594290844,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.746191076389013,0.9181633091270147
+field_leader,logistic_re2g_extended_highconf_c0003,high_confidence,0.851729339252468,5.0331241136730345,0.9165161669606114,0.6784848484848485,0.19199891594290844,0.6582828282828282,0.62,True,top50,oracle_panel_top50,trainable,0.7132888377821749,0.9171965022589144
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,high_confidence,0.8405305073063232,5.002058617736717,0.9088853615520283,0.6759595959595959,0.19199891594290844,0.6623232323232323,0.62,True,top50,oracle_panel_top50,trainable,0.687559082003863,0.9077562550449949
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,high_confidence,0.8201420465721911,4.982078285360599,0.8856629132184688,0.6221717171717172,0.19199891594290844,0.5901010101010101,0.62,True,top50,oracle_panel_top50,no_training_oracle,0.6859313544771158,0.8987198883922953
+distance_abc,logistic_distance_abc,high_confidence,0.8025475410533536,4.678322109294082,0.903581241803464,0.634023569023569,0.19199891594290844,0.5767676767676767,0.62,True,top50,oracle_panel_top50,trainable,0.6017275038642489,0.8875810240118672
+residual_gate,residual_deepset_calibrated_gate_v1,strict_all,0.6591349082385205,3.7768152395940526,0.816565915309706,0.8702356902356903,0.17909427347680834,0.8157575757575758,0.3,True,top50,oracle_panel_top50,trainable,0.540136940721178,0.7356455167435537
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,strict_all,0.6522592075451914,3.7563475726834397,0.8174041391697452,0.8835353535353535,0.17909427347680834,0.8379797979797979,0.3,True,top50,oracle_panel_top50,trainable,0.5433004257957977,0.7339924688173446
+re2g_extended_features,logistic_re2g_extended_features_c0003,strict_all,0.6501403822677215,3.732002247240841,0.8134382211025667,0.880238751147842,0.17909427347680834,0.8379797979797979,0.3,True,top50,oracle_panel_top50,trainable,0.5141987370926926,0.723515950332075
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,strict_all,0.6468922528813204,3.717691572454746,0.8116464133443019,0.8645286195286195,0.17909427347680834,0.8157575757575758,0.3,True,top50,oracle_panel_top50,trainable,0.5283794444076875,0.7277216716329672
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,strict_all,0.6456789830645786,3.7544259416312684,0.80905433306664,0.9385185185185184,0.17909427347680834,0.8965656565656566,0.3,True,top50,oracle_panel_top50,no_training_oracle,0.5289455678969394,0.6937037673214014
+distance_abc,logistic_distance_abc,strict_all,0.6383380089843127,3.650414779023727,0.8123508116154141,0.8802286501377411,0.17909427347680834,0.8468686868686868,0.3,True,top50,oracle_panel_top50,trainable,0.512670735239954,0.7022397063907455
+field_leader,logistic_re2g_extended_highconf_c0003,strict_all,0.6328762071975002,3.6448034629220514,0.7861918218017477,0.8618686868686869,0.17909427347680834,0.8024242424242424,0.3,True,top50,oracle_panel_top50,trainable,0.49416250497048353,0.7138082723876921
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,strict_all,0.5973026887573207,3.4294542025272703,0.7802346043948216,0.8542472342472343,0.17909427347680834,0.8024242424242424,0.3,True,top50,oracle_panel_top50,trainable,0.4744801164248929,0.6883532433138133
+residual_gate,residual_deepset_calibrated_gate_v1,very_high_confidence,0.9868131868131869,10.760439560439561,0.9877551020408163,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.926640695719643,1.0
+ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,very_high_confidence,0.9847619047619048,10.754285714285714,0.9836734693877551,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.918313749743655,1.0
+re2g_extended_features,logistic_re2g_extended_features_c0003,very_high_confidence,0.9773809523809524,10.693253968253968,0.9840476190476191,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.9046459345906621,1.0
+proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,very_high_confidence,0.9717647058823529,10.715294117647058,0.9714285714285713,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.8693822661442518,1.0
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,very_high_confidence,0.9714285714285713,10.692063492063493,0.9787585034013606,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.871221734690582,1.0
+alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,very_high_confidence,0.9646703296703297,10.69401098901099,0.9734693877551021,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,no_training_oracle,0.8301155272283115,0.995842803030303
+field_leader,logistic_re2g_extended_highconf_c0003,very_high_confidence,0.9638605442176871,10.66935941043084,0.9726360544217687,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.8531414625486242,0.9980731225296441
+distance_abc,logistic_distance_abc,very_high_confidence,0.9589285714285714,10.654563492063494,0.9685544217687075,0.425,0.1803931766174329,0.425,0.7,True,top50,oracle_panel_top50,trainable,0.7979960099862667,0.9812789446442192
diff --git a/results/paper/paper_matched_panel_comparison.md b/results/paper/paper_matched_panel_comparison.md
new file mode 100644
index 0000000000000000000000000000000000000000..0bedd3ca49f6bfafcd836d373933b52af90f65bb
--- /dev/null
+++ b/results/paper/paper_matched_panel_comparison.md
@@ -0,0 +1,161 @@
+# Matched-Universe Panel Comparison
+
+Every predictor below is restricted to the **same** AlphaGenome panel
+region-gene pairs before scoring, so oracle and trainable AUPRCs share an
+identical candidate universe and positive prevalence. This replaces the
+earlier headline table, which compared the oracle on a high-prevalence panel
+against trainable models on the low-prevalence full 138k benchmark.
+
+## Matched scoreboards (balanced chromosome-fold test means)
+
+| panel | scoreboard | result_type | model_name | prevalence | auprc | ci_low | ci_high | auroc |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| all_positive | field_compatible_e2g | trainable | ensemble_proxy_residual_v1 | 0.1146 | 0.9273 | 0.8982 | 0.9461 | 0.9799 |
+| all_positive | field_compatible_e2g | trainable | logistic_observed_hic_reabc_c00003 | 0.1146 | 0.9262 | 0.8988 | 0.9466 | 0.9785 |
+| all_positive | field_compatible_e2g | trainable | residual_deepset_calibrated_gate_v1 | 0.1146 | 0.9237 | 0.8925 | 0.9441 | 0.9788 |
+| all_positive | field_compatible_e2g | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1146 | 0.9127 | 0.8816 | 0.9364 | 0.9728 |
+| all_positive | field_compatible_e2g | trainable | logistic_re2g_extended_highconf_c0003 | 0.1146 | 0.9124 | 0.8789 | 0.9348 | 0.9729 |
+| all_positive | field_compatible_e2g | trainable | logistic_re2g_extended_features_c0003 | 0.1146 | 0.9081 | 0.8757 | 0.9306 | 0.9756 |
+| all_positive | field_compatible_e2g | trainable | logistic_distance_abc | 0.1146 | 0.8469 | 0.7948 | 0.8858 | 0.9590 |
+| all_positive | field_compatible_e2g | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1146 | 0.8282 | 0.7869 | 0.8606 | 0.9358 |
+| all_positive | high_confidence | trainable | ensemble_proxy_residual_v1 | 0.1136 | 0.9127 | 0.8795 | 0.9354 | 0.9743 |
+| all_positive | high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.1136 | 0.9089 | 0.8754 | 0.9309 | 0.9712 |
+| all_positive | high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.1136 | 0.9083 | 0.8763 | 0.9322 | 0.9735 |
+| all_positive | high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1136 | 0.9011 | 0.8681 | 0.9255 | 0.9682 |
+| all_positive | high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.1136 | 0.8931 | 0.8602 | 0.9197 | 0.9663 |
+| all_positive | high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.1136 | 0.8879 | 0.8515 | 0.9150 | 0.9676 |
+| all_positive | high_confidence | trainable | logistic_distance_abc | 0.1136 | 0.8370 | 0.7887 | 0.8751 | 0.9546 |
+| all_positive | high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1136 | 0.8064 | 0.7619 | 0.8372 | 0.9201 |
+| all_positive | strict_all | trainable | logistic_observed_hic_reabc_c00003 | 0.1137 | 0.6969 | 0.6582 | 0.7346 | 0.8725 |
+| all_positive | strict_all | trainable | residual_deepset_calibrated_gate_v1 | 0.1137 | 0.6906 | 0.6515 | 0.7291 | 0.8864 |
+| all_positive | strict_all | trainable | ensemble_proxy_residual_v1 | 0.1137 | 0.6897 | 0.6520 | 0.7273 | 0.8769 |
+| all_positive | strict_all | trainable | logistic_re2g_extended_features_c0003 | 0.1137 | 0.6710 | 0.6285 | 0.7088 | 0.8665 |
+| all_positive | strict_all | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1137 | 0.6628 | 0.6245 | 0.7028 | 0.8549 |
+| all_positive | strict_all | trainable | logistic_re2g_extended_highconf_c0003 | 0.1137 | 0.6598 | 0.6189 | 0.6981 | 0.8556 |
+| all_positive | strict_all | trainable | logistic_distance_abc | 0.1137 | 0.6423 | 0.5990 | 0.6785 | 0.8578 |
+| all_positive | strict_all | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1137 | 0.5952 | 0.5536 | 0.6225 | 0.8268 |
+| all_positive | very_high_confidence | trainable | ensemble_proxy_residual_v1 | 0.0791 | 0.9203 | 0.8571 | 0.9475 | 0.9792 |
+| all_positive | very_high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.0791 | 0.9184 | 0.8594 | 0.9456 | 0.9813 |
+| all_positive | very_high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.0791 | 0.9139 | 0.8516 | 0.9396 | 0.9790 |
+| all_positive | very_high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.0791 | 0.9004 | 0.8342 | 0.9311 | 0.9704 |
+| all_positive | very_high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.0791 | 0.8973 | 0.8271 | 0.9295 | 0.9779 |
+| all_positive | very_high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.0791 | 0.8862 | 0.8182 | 0.9215 | 0.9684 |
+| all_positive | very_high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.0791 | 0.8396 | 0.7519 | 0.8793 | 0.9296 |
+| all_positive | very_high_confidence | trainable | logistic_distance_abc | 0.0791 | 0.8266 | 0.7399 | 0.8897 | 0.9659 |
+| top100 | field_compatible_e2g | trainable | ensemble_proxy_residual_v1 | 0.1831 | 0.8970 | 0.8333 | 0.9472 | 0.9479 |
+| top100 | field_compatible_e2g | trainable | residual_deepset_calibrated_gate_v1 | 0.1831 | 0.8947 | 0.8370 | 0.9467 | 0.9453 |
+| top100 | field_compatible_e2g | trainable | logistic_re2g_extended_highconf_c0003 | 0.1831 | 0.8909 | 0.8201 | 0.9425 | 0.9486 |
+| top100 | field_compatible_e2g | trainable | logistic_observed_hic_reabc_c00003 | 0.1831 | 0.8879 | 0.8161 | 0.9404 | 0.9497 |
+| top100 | field_compatible_e2g | trainable | logistic_re2g_extended_features_c0003 | 0.1831 | 0.8861 | 0.8189 | 0.9372 | 0.9486 |
+| top100 | field_compatible_e2g | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1831 | 0.8816 | 0.8049 | 0.9349 | 0.9438 |
+| top100 | field_compatible_e2g | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1831 | 0.8477 | 0.7553 | 0.8976 | 0.9211 |
+| top100 | field_compatible_e2g | trainable | logistic_distance_abc | 0.1831 | 0.7901 | 0.6619 | 0.8800 | 0.9162 |
+| top100 | high_confidence | trainable | ensemble_proxy_residual_v1 | 0.1864 | 0.8903 | 0.8268 | 0.9392 | 0.9455 |
+| top100 | high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.1864 | 0.8895 | 0.8303 | 0.9399 | 0.9442 |
+| top100 | high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.1864 | 0.8791 | 0.8054 | 0.9320 | 0.9425 |
+| top100 | high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.1864 | 0.8754 | 0.8031 | 0.9279 | 0.9436 |
+| top100 | high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.1864 | 0.8743 | 0.8023 | 0.9259 | 0.9427 |
+| top100 | high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1864 | 0.8743 | 0.7941 | 0.9244 | 0.9404 |
+| top100 | high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1864 | 0.8291 | 0.7298 | 0.8819 | 0.9030 |
+| top100 | high_confidence | trainable | logistic_distance_abc | 0.1864 | 0.7878 | 0.6741 | 0.8800 | 0.9161 |
+| top100 | strict_all | trainable | residual_deepset_calibrated_gate_v1 | 0.1638 | 0.6719 | 0.5950 | 0.7370 | 0.8365 |
+| top100 | strict_all | trainable | ensemble_proxy_residual_v1 | 0.1638 | 0.6671 | 0.5940 | 0.7353 | 0.8329 |
+| top100 | strict_all | trainable | logistic_observed_hic_reabc_c00003 | 0.1638 | 0.6557 | 0.5842 | 0.7263 | 0.8229 |
+| top100 | strict_all | trainable | logistic_re2g_extended_features_c0003 | 0.1638 | 0.6517 | 0.5684 | 0.7205 | 0.8234 |
+| top100 | strict_all | trainable | logistic_re2g_extended_highconf_c0003 | 0.1638 | 0.6426 | 0.5640 | 0.7150 | 0.8106 |
+| top100 | strict_all | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1638 | 0.6411 | 0.5605 | 0.7133 | 0.8138 |
+| top100 | strict_all | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1638 | 0.6058 | 0.5235 | 0.6625 | 0.7839 |
+| top100 | strict_all | trainable | logistic_distance_abc | 0.1638 | 0.5931 | 0.5015 | 0.6601 | 0.7979 |
+| top100 | very_high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.2296 | 0.9742 | 0.9361 | 0.9935 | 0.9890 |
+| top100 | very_high_confidence | trainable | ensemble_proxy_residual_v1 | 0.2296 | 0.9724 | 0.9351 | 0.9942 | 0.9876 |
+| top100 | very_high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.2296 | 0.9648 | 0.9169 | 0.9896 | 0.9821 |
+| top100 | very_high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.2296 | 0.9607 | 0.8942 | 0.9893 | 0.9803 |
+| top100 | very_high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.2296 | 0.9550 | 0.8900 | 0.9844 | 0.9756 |
+| top100 | very_high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.2296 | 0.9539 | 0.8905 | 0.9828 | 0.9782 |
+| top100 | very_high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.2296 | 0.9204 | 0.7996 | 0.9482 | 0.9436 |
+| top100 | very_high_confidence | trainable | logistic_distance_abc | 0.2296 | 0.8917 | 0.8356 | 0.9682 | 0.9701 |
+| top250 | field_compatible_e2g | trainable | ensemble_proxy_residual_v1 | 0.1818 | 0.9457 | 0.9100 | 0.9666 | 0.9791 |
+| top250 | field_compatible_e2g | trainable | residual_deepset_calibrated_gate_v1 | 0.1818 | 0.9440 | 0.9070 | 0.9646 | 0.9779 |
+| top250 | field_compatible_e2g | trainable | logistic_observed_hic_reabc_c00003 | 0.1818 | 0.9404 | 0.9089 | 0.9654 | 0.9778 |
+| top250 | field_compatible_e2g | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1818 | 0.9361 | 0.9009 | 0.9594 | 0.9763 |
+| top250 | field_compatible_e2g | trainable | logistic_re2g_extended_features_c0003 | 0.1818 | 0.9357 | 0.8970 | 0.9580 | 0.9765 |
+| top250 | field_compatible_e2g | trainable | logistic_re2g_extended_highconf_c0003 | 0.1818 | 0.9344 | 0.8936 | 0.9604 | 0.9765 |
+| top250 | field_compatible_e2g | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1818 | 0.8724 | 0.8295 | 0.9083 | 0.9405 |
+| top250 | field_compatible_e2g | trainable | logistic_distance_abc | 0.1818 | 0.8661 | 0.8012 | 0.9146 | 0.9567 |
+| top250 | high_confidence | trainable | ensemble_proxy_residual_v1 | 0.1856 | 0.9276 | 0.8896 | 0.9518 | 0.9688 |
+| top250 | high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.1856 | 0.9261 | 0.8894 | 0.9492 | 0.9690 |
+| top250 | high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1856 | 0.9211 | 0.8822 | 0.9473 | 0.9671 |
+| top250 | high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.1856 | 0.9191 | 0.8822 | 0.9473 | 0.9639 |
+| top250 | high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.1856 | 0.9099 | 0.8668 | 0.9404 | 0.9636 |
+| top250 | high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.1856 | 0.9097 | 0.8667 | 0.9374 | 0.9613 |
+| top250 | high_confidence | trainable | logistic_distance_abc | 0.1856 | 0.8607 | 0.8004 | 0.9045 | 0.9513 |
+| top250 | high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1856 | 0.8443 | 0.7953 | 0.8816 | 0.9156 |
+| top250 | strict_all | trainable | residual_deepset_calibrated_gate_v1 | 0.1401 | 0.7370 | 0.6836 | 0.7807 | 0.8859 |
+| top250 | strict_all | trainable | ensemble_proxy_residual_v1 | 0.1401 | 0.7348 | 0.6833 | 0.7765 | 0.8793 |
+| top250 | strict_all | trainable | logistic_observed_hic_reabc_c00003 | 0.1401 | 0.7294 | 0.6779 | 0.7743 | 0.8676 |
+| top250 | strict_all | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1401 | 0.7154 | 0.6603 | 0.7610 | 0.8662 |
+| top250 | strict_all | trainable | logistic_re2g_extended_features_c0003 | 0.1401 | 0.7147 | 0.6558 | 0.7576 | 0.8668 |
+| top250 | strict_all | trainable | logistic_re2g_extended_highconf_c0003 | 0.1401 | 0.7033 | 0.6495 | 0.7493 | 0.8629 |
+| top250 | strict_all | trainable | logistic_distance_abc | 0.1401 | 0.6626 | 0.6043 | 0.7123 | 0.8524 |
+| top250 | strict_all | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1401 | 0.6438 | 0.5857 | 0.6868 | 0.8155 |
+| top250 | very_high_confidence | trainable | ensemble_proxy_residual_v1 | 0.2010 | 0.9501 | 0.9044 | 0.9701 | 0.9761 |
+| top250 | very_high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.2010 | 0.9498 | 0.9043 | 0.9676 | 0.9775 |
+| top250 | very_high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.2010 | 0.9463 | 0.9102 | 0.9719 | 0.9763 |
+| top250 | very_high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.2010 | 0.9320 | 0.8886 | 0.9597 | 0.9646 |
+| top250 | very_high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.2010 | 0.9266 | 0.8732 | 0.9542 | 0.9704 |
+| top250 | very_high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.2010 | 0.9211 | 0.8696 | 0.9499 | 0.9617 |
+| top250 | very_high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.2010 | 0.8881 | 0.8131 | 0.9181 | 0.9222 |
+| top250 | very_high_confidence | trainable | logistic_distance_abc | 0.2010 | 0.8842 | 0.8119 | 0.9377 | 0.9629 |
+| top50 | field_compatible_e2g | trainable | residual_deepset_calibrated_gate_v1 | 0.1947 | 0.8713 | 0.7627 | 0.9296 | 0.9160 |
+| top50 | field_compatible_e2g | trainable | ensemble_proxy_residual_v1 | 0.1947 | 0.8693 | 0.7446 | 0.9250 | 0.9145 |
+| top50 | field_compatible_e2g | trainable | logistic_observed_hic_reabc_c00003 | 0.1947 | 0.8636 | 0.7400 | 0.9193 | 0.9240 |
+| top50 | field_compatible_e2g | trainable | logistic_re2g_extended_features_c0003 | 0.1947 | 0.8568 | 0.7464 | 0.9183 | 0.9228 |
+| top50 | field_compatible_e2g | trainable | logistic_re2g_extended_highconf_c0003 | 0.1947 | 0.8530 | 0.7139 | 0.9177 | 0.9175 |
+| top50 | field_compatible_e2g | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1947 | 0.8431 | 0.6878 | 0.9081 | 0.9107 |
+| top50 | field_compatible_e2g | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1947 | 0.8208 | 0.6860 | 0.8988 | 0.8853 |
+| top50 | field_compatible_e2g | trainable | logistic_distance_abc | 0.1947 | 0.8027 | 0.6018 | 0.8877 | 0.9025 |
+| top50 | high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.1920 | 0.8708 | 0.7626 | 0.9295 | 0.9165 |
+| top50 | high_confidence | trainable | ensemble_proxy_residual_v1 | 0.1920 | 0.8673 | 0.7435 | 0.9246 | 0.9135 |
+| top50 | high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.1920 | 0.8636 | 0.7400 | 0.9193 | 0.9259 |
+| top50 | high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.1920 | 0.8565 | 0.7462 | 0.9182 | 0.9237 |
+| top50 | high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.1920 | 0.8517 | 0.7133 | 0.9172 | 0.9165 |
+| top50 | high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1920 | 0.8405 | 0.6876 | 0.9078 | 0.9089 |
+| top50 | high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1920 | 0.8201 | 0.6859 | 0.8987 | 0.8857 |
+| top50 | high_confidence | trainable | logistic_distance_abc | 0.1920 | 0.8025 | 0.6017 | 0.8876 | 0.9036 |
+| top50 | strict_all | trainable | residual_deepset_calibrated_gate_v1 | 0.1791 | 0.6591 | 0.5401 | 0.7356 | 0.8166 |
+| top50 | strict_all | trainable | logistic_observed_hic_reabc_c00003 | 0.1791 | 0.6523 | 0.5433 | 0.7340 | 0.8174 |
+| top50 | strict_all | trainable | logistic_re2g_extended_features_c0003 | 0.1791 | 0.6501 | 0.5142 | 0.7235 | 0.8134 |
+| top50 | strict_all | trainable | ensemble_proxy_residual_v1 | 0.1791 | 0.6469 | 0.5284 | 0.7277 | 0.8116 |
+| top50 | strict_all | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1791 | 0.6457 | 0.5289 | 0.6937 | 0.8091 |
+| top50 | strict_all | trainable | logistic_distance_abc | 0.1791 | 0.6383 | 0.5127 | 0.7022 | 0.8124 |
+| top50 | strict_all | trainable | logistic_re2g_extended_highconf_c0003 | 0.1791 | 0.6329 | 0.4942 | 0.7138 | 0.7862 |
+| top50 | strict_all | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1791 | 0.5973 | 0.4745 | 0.6884 | 0.7802 |
+| top50 | very_high_confidence | trainable | residual_deepset_calibrated_gate_v1 | 0.1804 | 0.9868 | 0.9266 | 1.0000 | 0.9878 |
+| top50 | very_high_confidence | trainable | ensemble_proxy_residual_v1 | 0.1804 | 0.9848 | 0.9183 | 1.0000 | 0.9837 |
+| top50 | very_high_confidence | trainable | logistic_re2g_extended_features_c0003 | 0.1804 | 0.9774 | 0.9046 | 1.0000 | 0.9840 |
+| top50 | very_high_confidence | trainable | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | 0.1804 | 0.9718 | 0.8694 | 1.0000 | 0.9714 |
+| top50 | very_high_confidence | trainable | logistic_observed_hic_reabc_c00003 | 0.1804 | 0.9714 | 0.8712 | 1.0000 | 0.9788 |
+| top50 | very_high_confidence | no_training_oracle | mask_abs_delta_atac_target_promoter_sum | 0.1804 | 0.9647 | 0.8301 | 0.9958 | 0.9735 |
+| top50 | very_high_confidence | trainable | logistic_re2g_extended_highconf_c0003 | 0.1804 | 0.9639 | 0.8531 | 0.9981 | 0.9726 |
+| top50 | very_high_confidence | trainable | logistic_distance_abc | 0.1804 | 0.9589 | 0.7980 | 0.9813 | 0.9686 |
+
+## Paired oracle - best-trainable AUPRC difference (region bootstrap, identical rows)
+
+| scoreboard | n_pairs | n_regions | n_positive | auprc_a | auprc_b | diff | diff_mean | ci_low | ci_high | p_value | panel | oracle_feature | best_trainable |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| strict_all | 669 | 50 | 111 | 0.6113 | 0.6341 | -0.0228 | -0.0243 | -0.1010 | 0.0493 | 0.5500 | top50 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| high_confidence | 271 | 50 | 47 | 0.8010 | 0.8555 | -0.0544 | -0.0553 | -0.1385 | 0.0116 | 0.1400 | top50 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| field_compatible_e2g | 267 | 50 | 47 | 0.8014 | 0.8557 | -0.0543 | -0.0552 | -0.1385 | 0.0117 | 0.1480 | top50 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| very_high_confidence | 127 | 44 | 19 | 0.9298 | 0.9796 | -0.0498 | -0.0482 | -0.1193 | -0.0038 | 0.0420 | top50 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| strict_all | 1063 | 100 | 164 | 0.5930 | 0.6675 | -0.0745 | -0.0760 | -0.1319 | -0.0213 | 0.0020 | top100 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| high_confidence | 449 | 98 | 74 | 0.8098 | 0.8862 | -0.0764 | -0.0769 | -0.1386 | -0.0236 | 0.0060 | top100 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| field_compatible_e2g | 435 | 97 | 71 | 0.8287 | 0.8928 | -0.0640 | -0.0643 | -0.1224 | -0.0122 | 0.0160 | top100 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| very_high_confidence | 234 | 90 | 46 | 0.8842 | 0.9711 | -0.0870 | -0.0871 | -0.1575 | -0.0328 | 0.0000 | top100 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| strict_all | 2302 | 250 | 314 | 0.6368 | 0.7334 | -0.0966 | -0.0965 | -0.1367 | -0.0535 | 0.0000 | top250 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| high_confidence | 1070 | 246 | 187 | 0.8412 | 0.9205 | -0.0792 | -0.0791 | -0.1171 | -0.0438 | 0.0000 | top250 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| field_compatible_e2g | 1013 | 238 | 173 | 0.8704 | 0.9374 | -0.0670 | -0.0672 | -0.1025 | -0.0341 | 0.0000 | top250 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| very_high_confidence | 530 | 202 | 100 | 0.8674 | 0.9382 | -0.0707 | -0.0705 | -0.1150 | -0.0329 | 0.0000 | top250 | mask_abs_delta_atac_target_promoter_sum | residual_gate |
+| strict_all | 5904 | 600 | 664 | 0.5885 | 0.6958 | -0.1072 | -0.1078 | -0.1392 | -0.0760 | 0.0000 | all_positive | mask_abs_delta_atac_target_promoter_sum | observed_hic_reabc |
+| high_confidence | 2753 | 570 | 308 | 0.8014 | 0.9044 | -0.1030 | -0.1027 | -0.1346 | -0.0729 | 0.0000 | all_positive | mask_abs_delta_atac_target_promoter_sum | observed_hic_reabc |
+| field_compatible_e2g | 2572 | 547 | 291 | 0.8235 | 0.9229 | -0.0994 | -0.0992 | -0.1299 | -0.0666 | 0.0000 | all_positive | mask_abs_delta_atac_target_promoter_sum | observed_hic_reabc |
+| very_high_confidence | 1293 | 465 | 100 | 0.8186 | 0.8858 | -0.0672 | -0.0671 | -0.1151 | -0.0230 | 0.0000 | all_positive | mask_abs_delta_atac_target_promoter_sum | observed_hic_reabc |
\ No newline at end of file
diff --git a/results/paper/paper_matched_panel_paired_diff.csv b/results/paper/paper_matched_panel_paired_diff.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8a6252b0586b05ce991c5441d7cfb4b3df12cd6
--- /dev/null
+++ b/results/paper/paper_matched_panel_paired_diff.csv
@@ -0,0 +1,17 @@
+scoreboard,n_pairs,n_regions,n_positive,auprc_a,auprc_b,diff,diff_mean,ci_low,ci_high,p_value,panel,oracle_feature,best_trainable
+strict_all,669,50,111,0.6113252082150445,0.6341481343732525,-0.022822926158207912,-0.02426601709571738,-0.10095789449466176,0.04932632439380514,0.55,top50,mask_abs_delta_atac_target_promoter_sum,residual_gate
+high_confidence,271,50,47,0.8010372600819017,0.8554604404859615,-0.0544231804040598,-0.055339407185123875,-0.1385204220116727,0.011638794516127413,0.14,top50,mask_abs_delta_atac_target_promoter_sum,residual_gate
+field_compatible_e2g,267,50,47,0.8014144828740529,0.8556809338846298,-0.05426645101057692,-0.05520755700553433,-0.13851077648179264,0.011740232251673364,0.148,top50,mask_abs_delta_atac_target_promoter_sum,residual_gate
+very_high_confidence,127,44,19,0.9298221217539536,0.9796264855687606,-0.04980436381480702,-0.048229817449301916,-0.11925328274759477,-0.0037662812333865148,0.042,top50,mask_abs_delta_atac_target_promoter_sum,residual_gate
+strict_all,1063,100,164,0.5930196768479018,0.6675101955554663,-0.07449051870756451,-0.07598462729734698,-0.13191480725186977,-0.02128894664736452,0.002,top100,mask_abs_delta_atac_target_promoter_sum,residual_gate
+high_confidence,449,98,74,0.809758971378422,0.8861500504127767,-0.07639107903435471,-0.07692317743596593,-0.13859077738273856,-0.023555889432349045,0.006,top100,mask_abs_delta_atac_target_promoter_sum,residual_gate
+field_compatible_e2g,435,97,71,0.8287453727892259,0.8927754243723035,-0.06403005158307762,-0.06428385063992169,-0.12236730893895048,-0.012170988356417936,0.016,top100,mask_abs_delta_atac_target_promoter_sum,residual_gate
+very_high_confidence,234,90,46,0.8841845986363874,0.971143561939826,-0.08695896330343855,-0.08707501287611621,-0.1575383340414159,-0.03279020400795553,0.0,top100,mask_abs_delta_atac_target_promoter_sum,residual_gate
+strict_all,2302,250,314,0.6368191161663307,0.7333945206558636,-0.09657540448953295,-0.09653455082777411,-0.13670144489515387,-0.05346607807694203,0.0,top250,mask_abs_delta_atac_target_promoter_sum,residual_gate
+high_confidence,1070,246,187,0.8412454934994064,0.9204585402616607,-0.07921304676225438,-0.07908655618534434,-0.11706454058613341,-0.04382766649382111,0.0,top250,mask_abs_delta_atac_target_promoter_sum,residual_gate
+field_compatible_e2g,1013,238,173,0.8704229890276831,0.9373860097875479,-0.06696302075986482,-0.06724113727158627,-0.1025394054485137,-0.03410293645754148,0.0,top250,mask_abs_delta_atac_target_promoter_sum,residual_gate
+very_high_confidence,530,202,100,0.8674273097482873,0.9381518756205584,-0.07072456587227105,-0.07046313995213078,-0.11498114863534459,-0.03293077892565603,0.0,top250,mask_abs_delta_atac_target_promoter_sum,residual_gate
+strict_all,5904,600,664,0.5885357812553353,0.6957774430989128,-0.10724166184357742,-0.10781956355436191,-0.13918446254857678,-0.0759694338843043,0.0,all_positive,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+high_confidence,2753,570,308,0.8014010451936466,0.9043991047021523,-0.10299805950850571,-0.10265400589387705,-0.13462698863552788,-0.07288447971342318,0.0,all_positive,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+field_compatible_e2g,2572,547,291,0.8234656171861537,0.9229028741297031,-0.09943725694354932,-0.09924636815353412,-0.1299266086839591,-0.06662316434432485,0.0,all_positive,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
+very_high_confidence,1293,465,100,0.8186234252586512,0.8858484687873412,-0.06722504352869008,-0.06714334150927968,-0.115133223582139,-0.022996311589286042,0.0,all_positive,mask_abs_delta_atac_target_promoter_sum,observed_hic_reabc
diff --git a/results/paper/paper_oracle_bootstrap_ci.csv b/results/paper/paper_oracle_bootstrap_ci.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a8dfd42a6acb2a35ca32ad03624956b980b79e3
--- /dev/null
+++ b/results/paper/paper_oracle_bootstrap_ci.csv
@@ -0,0 +1,29 @@
+model_name,feature_name,scoreboard,n_regions,n_pairs,n_positive,observed_auprc,bootstrap_mean_auprc,ci_low,ci_high,n_iterations
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,strict_all,250,2302,314,0.6368191161663307,0.6381527199334494,0.5916561300599578,0.6878303158775881,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,strict_all,250,2302,314,0.6368191161663307,0.6381527199334494,0.5916561300599578,0.6878303158775881,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,high_confidence,246,1070,187,0.8412454934994064,0.8412865651725324,0.7997195512510122,0.8778344100716805,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,high_confidence,246,1070,187,0.8412454934994064,0.8412865651725324,0.7997195512510122,0.8778344100716805,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,field_compatible_e2g,238,1013,173,0.8704229890276831,0.8700471663301373,0.8281220972867944,0.9103785477422854,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,field_compatible_e2g,238,1013,173,0.8704229890276831,0.8700471663301373,0.8281220972867944,0.9103785477422854,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,very_high_confidence,202,530,100,0.8674273097482873,0.8674487195995607,0.8170730204616092,0.915278679215409,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,very_high_confidence,202,530,100,0.8674273097482873,0.8674487195995607,0.8170730204616092,0.915278679215409,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,re2g_covered_strict,243,2149,289,0.6708511118263218,0.6720615459504836,0.6203097943726611,0.7203358941708583,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,re2g_covered_strict,243,2149,289,0.6708511118263218,0.6720615459504836,0.6203097943726611,0.7203358941708583,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,re2g_covered_high_confidence,238,1013,173,0.8704229890276831,0.8700471663301373,0.8281220972867944,0.9103785477422854,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,re2g_covered_high_confidence,238,1013,173,0.8704229890276831,0.8700471663301373,0.8281220972867944,0.9103785477422854,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_sum,re2g_covered_very_high_confidence,191,493,88,0.9169638689967248,0.9169331316403868,0.8769607220408663,0.954359325342468,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_top250__mask_abs_delta_atac_target_promoter_mean,re2g_covered_very_high_confidence,191,493,88,0.9169638689967248,0.9169331316403868,0.8769607220408663,0.954359325342468,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,strict_all,600,5904,664,0.5885357812553353,0.5883805558377116,0.5533808406960107,0.6235176099600921,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,strict_all,600,5904,664,0.5885357812553353,0.5883805558377116,0.5533808406960107,0.6235176099600921,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,high_confidence,570,2753,308,0.8014010451936466,0.8016266594602566,0.7628939287138962,0.8364749838692832,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,high_confidence,570,2753,308,0.8014010451936466,0.8016266594602566,0.7628939287138962,0.8364749838692832,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,field_compatible_e2g,547,2572,291,0.8234656171861537,0.8245388919123975,0.7850229718325503,0.8599206438948719,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,field_compatible_e2g,547,2572,291,0.8234656171861537,0.8245388919123975,0.7850229718325503,0.8599206438948719,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,very_high_confidence,465,1293,100,0.8186234252586512,0.8197121812880233,0.7555370367119852,0.8740948820135902,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,very_high_confidence,465,1293,100,0.8186234252586512,0.8197121812880233,0.7555370367119852,0.8740948820135902,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,re2g_covered_strict,578,5387,621,0.6094225974398703,0.609231782388191,0.5706806205580913,0.6413178270155414,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,re2g_covered_strict,578,5387,621,0.6094225974398703,0.609231782388191,0.5706806205580913,0.6413178270155414,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,re2g_covered_high_confidence,547,2572,291,0.8234656171861537,0.8245388919123975,0.7850229718325503,0.8599206438948719,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,re2g_covered_high_confidence,547,2572,291,0.8234656171861537,0.8245388919123975,0.7850229718325503,0.8599206438948719,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_sum,re2g_covered_very_high_confidence,436,1194,88,0.878391754712617,0.8797089580624825,0.8264682628212018,0.925234873994,500
+sequence_to_function_oracle__alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,alphagenome_k562_counterfactual_mask_region_complete_all_positive__mask_abs_delta_atac_target_promoter_mean,re2g_covered_very_high_confidence,436,1194,88,0.878391754712617,0.8797089580624825,0.8264682628212018,0.925234873994,500
diff --git a/results/paper/paper_reporting_inputs_included.csv b/results/paper/paper_reporting_inputs_included.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad23a6c478a11bf32ce4a3c8ec45d89c1a7a0a09
--- /dev/null
+++ b/results/paper/paper_reporting_inputs_included.csv
@@ -0,0 +1,14 @@
+source_name,path,n_rows
+distance_abc,results/s2t/gasperini_gse120861/learned_logistic_distance_abc_predictions_labeled.parquet,403220
+re2g_extended_features,results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c0003_predictions_labeled.parquet,403220
+observed_hic_reabc,results/s2t/gasperini_gse120861/learned_logistic_observed_hic_reabc_c00003_predictions_labeled.parquet,403220
+residual_gate,results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_predictions_labeled.parquet,403220
+field_leader,results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c0003_predictions_labeled.parquet,403220
+proxy_v1,results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_highconf_c0003_predictions_labeled.parquet,403220
+proxy_v2,results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_highconf_c0003_predictions_labeled.parquet,403220
+proxy_v2_rich,results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_rich_highconf_c0003_predictions_labeled.parquet,403220
+proxy_v2_rich_without_contact,results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_contact_logistic_predictions_labeled.parquet,403220
+proxy_v2_rich_without_contact_field_tuned,results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p01_predictions_labeled.parquet,403220
+residual_proxy_v2_rich,results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_highconf_c003_predictions_labeled.parquet,403220
+residual_proxy_v2_rich_strict,results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c001_predictions_labeled.parquet,403220
+ensemble_proxy_residual_v1,results/s2t/gasperini_gse120861/ensemble_proxy_residual_v1_predictions_labeled.parquet,403220
diff --git a/results/paper/paper_reporting_inputs_skipped.csv b/results/paper/paper_reporting_inputs_skipped.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b137891791fe96927ad78e64b0aad7bded08bdc
--- /dev/null
+++ b/results/paper/paper_reporting_inputs_skipped.csv
@@ -0,0 +1 @@
+
diff --git a/results/paper/paper_reporting_summary.md b/results/paper/paper_reporting_summary.md
new file mode 100644
index 0000000000000000000000000000000000000000..71b2eef3b7e6641f8736e83066b3e3e47a33fc8d
--- /dev/null
+++ b/results/paper/paper_reporting_summary.md
@@ -0,0 +1,135 @@
+# Paper Reporting Summary
+
+This directory is the paper-facing result snapshot generated from existing Seq2State artifacts.
+
+## Headline Comparison
+
+Only full-benchmark trainable rows are included here, so AUPRCs are directly comparable within each scoreboard.
+
+| result_type | comparison_scope | source_name | model_or_feature | scoreboard | evaluation_universe | auprc | ci_low | ci_high | auroc | mrr | recall_at_1 | terms_ok_for_training |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | field_compatible_e2g | full_benchmark_138k | 0.6515 | 0.5661 | 0.6866 | 0.9790 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | field_compatible_e2g | full_benchmark_138k | 0.6440 | 0.5547 | 0.6778 | 0.9750 | 0.0613 | 0.0606 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | field_compatible_e2g | full_benchmark_138k | 0.6379 | 0.5414 | 0.6664 | 0.9741 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | field_compatible_e2g | full_benchmark_138k | 0.6349 | 0.5590 | 0.6736 | 0.9768 | 0.0613 | 0.0605 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6286 | 0.5341 | 0.6553 | 0.9747 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | field_compatible_e2g | full_benchmark_138k | 0.6250 | 0.5470 | 0.6608 | 0.9761 | 0.0611 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | field_compatible_e2g | full_benchmark_138k | 0.6163 | 0.5266 | 0.6481 | 0.9747 | 0.0611 | 0.0603 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6125 | 0.5291 | 0.6570 | 0.9743 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6084 | 0.5184 | 0.6431 | 0.9761 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | field_compatible_e2g | full_benchmark_138k | 0.5951 | 0.5036 | 0.6294 | 0.9768 | 0.0613 | 0.0605 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.5730 | 0.4814 | 0.6018 | 0.9715 | 0.0609 | 0.0598 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.4898 | 0.4202 | 0.5399 | 0.9636 | 0.0604 | 0.0592 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | field_compatible_e2g | full_benchmark_138k | 0.3860 | 0.3147 | 0.4282 | 0.9501 | 0.0598 | 0.0578 | True |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | high_confidence | full_benchmark_138k | 0.6286 | 0.5443 | 0.6640 | 0.9742 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | high_confidence | full_benchmark_138k | 0.6215 | 0.5333 | 0.6598 | 0.9705 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | high_confidence | full_benchmark_138k | 0.6163 | 0.5211 | 0.6444 | 0.9702 | 0.0591 | 0.0579 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | high_confidence | full_benchmark_138k | 0.6121 | 0.5295 | 0.6500 | 0.9725 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | high_confidence | full_benchmark_138k | 0.6042 | 0.5052 | 0.6352 | 0.9694 | 0.0591 | 0.0577 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | high_confidence | full_benchmark_138k | 0.6022 | 0.5200 | 0.6393 | 0.9713 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | high_confidence | full_benchmark_138k | 0.5936 | 0.5131 | 0.6351 | 0.9704 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | high_confidence | full_benchmark_138k | 0.5931 | 0.5050 | 0.6267 | 0.9701 | 0.0591 | 0.0581 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | high_confidence | full_benchmark_138k | 0.5846 | 0.4925 | 0.6212 | 0.9699 | 0.0591 | 0.0579 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | high_confidence | full_benchmark_138k | 0.5750 | 0.4818 | 0.6083 | 0.9712 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | high_confidence | full_benchmark_138k | 0.5552 | 0.4622 | 0.5897 | 0.9686 | 0.0589 | 0.0575 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | high_confidence | full_benchmark_138k | 0.4762 | 0.4075 | 0.5253 | 0.9622 | 0.0587 | 0.0573 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | high_confidence | full_benchmark_138k | 0.3672 | 0.3054 | 0.4129 | 0.9465 | 0.0580 | 0.0559 | True |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | strict_all | full_benchmark_138k | 0.2965 | 0.2543 | 0.3232 | 0.8816 | 0.0886 | 0.0806 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | strict_all | full_benchmark_138k | 0.2900 | 0.2416 | 0.3172 | 0.8831 | 0.0886 | 0.0805 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | strict_all | full_benchmark_138k | 0.2879 | 0.2426 | 0.3165 | 0.8790 | 0.0886 | 0.0809 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | strict_all | full_benchmark_138k | 0.2849 | 0.2430 | 0.3101 | 0.8817 | 0.0887 | 0.0803 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | strict_all | full_benchmark_138k | 0.2817 | 0.2366 | 0.3088 | 0.8660 | 0.0879 | 0.0799 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | strict_all | full_benchmark_138k | 0.2784 | 0.2366 | 0.3047 | 0.8776 | 0.0884 | 0.0804 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | strict_all | full_benchmark_138k | 0.2784 | 0.2338 | 0.3000 | 0.8830 | 0.0885 | 0.0806 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | strict_all | full_benchmark_138k | 0.2734 | 0.2339 | 0.3019 | 0.8649 | 0.0869 | 0.0783 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | strict_all | full_benchmark_138k | 0.2730 | 0.2306 | 0.2975 | 0.8672 | 0.0878 | 0.0799 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | strict_all | full_benchmark_138k | 0.2601 | 0.2180 | 0.2824 | 0.8647 | 0.0884 | 0.0808 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | strict_all | full_benchmark_138k | 0.2594 | 0.2248 | 0.2909 | 0.8682 | 0.0873 | 0.0790 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | strict_all | full_benchmark_138k | 0.2256 | 0.1924 | 0.2521 | 0.8601 | 0.0875 | 0.0796 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | strict_all | full_benchmark_138k | 0.1842 | 0.1527 | 0.2024 | 0.8511 | 0.0866 | 0.0781 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | very_high_confidence | full_benchmark_138k | 0.7136 | 0.5814 | 0.7727 | 0.9842 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | very_high_confidence | full_benchmark_138k | 0.7117 | 0.5867 | 0.7695 | 0.9803 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6984 | 0.5645 | 0.7625 | 0.9831 | 0.0258 | 0.0255 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | very_high_confidence | full_benchmark_138k | 0.6924 | 0.5508 | 0.7464 | 0.9844 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | very_high_confidence | full_benchmark_138k | 0.6751 | 0.5392 | 0.7317 | 0.9804 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | very_high_confidence | full_benchmark_138k | 0.6741 | 0.5416 | 0.7376 | 0.9773 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6708 | 0.5406 | 0.7307 | 0.9816 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | very_high_confidence | full_benchmark_138k | 0.6614 | 0.5348 | 0.7251 | 0.9776 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | very_high_confidence | full_benchmark_138k | 0.6440 | 0.5037 | 0.7074 | 0.9724 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | very_high_confidence | full_benchmark_138k | 0.6179 | 0.5028 | 0.7055 | 0.9727 | 0.0254 | 0.0249 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6096 | 0.4687 | 0.6710 | 0.9816 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.5192 | 0.3782 | 0.5887 | 0.9774 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | very_high_confidence | full_benchmark_138k | 0.3723 | 0.2717 | 0.4553 | 0.9607 | 0.0252 | 0.0246 | True |
+
+## Unmatched Oracle-Panel Context
+
+> WARNING: The table below intentionally mixes evaluation universes for context.
+> Trainable rows are scored on the full 138k-pair benchmark (low prevalence) while
+> oracle rows are scored on positive-region panels (high prevalence), so AUPRCs
+> must not be interpreted as a leaderboard. For the prevalence-matched,
+> apples-to-apples comparison see `paper_matched_panel_comparison.csv` / `.md`
+> and `paper_matched_panel_paired_diff.csv` produced by
+> `scripts/build_matched_panel_comparison.py`.
+
+| result_type | comparison_scope | source_name | model_or_feature | scoreboard | evaluation_universe | auprc | ci_low | ci_high | auroc | mrr | recall_at_1 | terms_ok_for_training |
+| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
+| no_training_oracle_all_positive | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | field_compatible_e2g | oracle_panel_all_positive | 0.8282 | 0.7850 | 0.8599 | 0.9358 | 0.4789 | 0.4608 | False |
+| no_training_oracle_top250 | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | field_compatible_e2g | oracle_panel_top250 | 0.8724 | 0.8281 | 0.9104 | 0.9405 | 0.6440 | 0.6198 | False |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | field_compatible_e2g | full_benchmark_138k | 0.6515 | 0.5661 | 0.6866 | 0.9790 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | field_compatible_e2g | full_benchmark_138k | 0.6440 | 0.5547 | 0.6778 | 0.9750 | 0.0613 | 0.0606 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | field_compatible_e2g | full_benchmark_138k | 0.6379 | 0.5414 | 0.6664 | 0.9741 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | field_compatible_e2g | full_benchmark_138k | 0.6349 | 0.5590 | 0.6736 | 0.9768 | 0.0613 | 0.0605 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6286 | 0.5341 | 0.6553 | 0.9747 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | field_compatible_e2g | full_benchmark_138k | 0.6250 | 0.5470 | 0.6608 | 0.9761 | 0.0611 | 0.0603 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | field_compatible_e2g | full_benchmark_138k | 0.6163 | 0.5266 | 0.6481 | 0.9747 | 0.0611 | 0.0603 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6125 | 0.5291 | 0.6570 | 0.9743 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | field_compatible_e2g | full_benchmark_138k | 0.6084 | 0.5184 | 0.6431 | 0.9761 | 0.0612 | 0.0603 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | field_compatible_e2g | full_benchmark_138k | 0.5951 | 0.5036 | 0.6294 | 0.9768 | 0.0613 | 0.0605 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.5730 | 0.4814 | 0.6018 | 0.9715 | 0.0609 | 0.0598 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | field_compatible_e2g | full_benchmark_138k | 0.4898 | 0.4202 | 0.5399 | 0.9636 | 0.0604 | 0.0592 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | field_compatible_e2g | full_benchmark_138k | 0.3860 | 0.3147 | 0.4282 | 0.9501 | 0.0598 | 0.0578 | True |
+| no_training_oracle_all_positive | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | high_confidence | oracle_panel_all_positive | 0.8064 | 0.7629 | 0.8365 | 0.9201 | 0.4821 | 0.4602 | False |
+| no_training_oracle_top250 | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | high_confidence | oracle_panel_top250 | 0.8443 | 0.7997 | 0.8778 | 0.9156 | 0.6654 | 0.6322 | False |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | high_confidence | full_benchmark_138k | 0.6286 | 0.5443 | 0.6640 | 0.9742 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | high_confidence | full_benchmark_138k | 0.6215 | 0.5333 | 0.6598 | 0.9705 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | high_confidence | full_benchmark_138k | 0.6163 | 0.5211 | 0.6444 | 0.9702 | 0.0591 | 0.0579 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | high_confidence | full_benchmark_138k | 0.6121 | 0.5295 | 0.6500 | 0.9725 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | high_confidence | full_benchmark_138k | 0.6042 | 0.5052 | 0.6352 | 0.9694 | 0.0591 | 0.0577 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | high_confidence | full_benchmark_138k | 0.6022 | 0.5200 | 0.6393 | 0.9713 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | high_confidence | full_benchmark_138k | 0.5936 | 0.5131 | 0.6351 | 0.9704 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | high_confidence | full_benchmark_138k | 0.5931 | 0.5050 | 0.6267 | 0.9701 | 0.0591 | 0.0581 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | high_confidence | full_benchmark_138k | 0.5846 | 0.4925 | 0.6212 | 0.9699 | 0.0591 | 0.0579 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | high_confidence | full_benchmark_138k | 0.5750 | 0.4818 | 0.6083 | 0.9712 | 0.0592 | 0.0581 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | high_confidence | full_benchmark_138k | 0.5552 | 0.4622 | 0.5897 | 0.9686 | 0.0589 | 0.0575 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | high_confidence | full_benchmark_138k | 0.4762 | 0.4075 | 0.5253 | 0.9622 | 0.0587 | 0.0573 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | high_confidence | full_benchmark_138k | 0.3672 | 0.3054 | 0.4129 | 0.9465 | 0.0580 | 0.0559 | True |
+| no_training_oracle_all_positive | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | strict_all | oracle_panel_all_positive | 0.5952 | 0.5534 | 0.6235 | 0.8268 | 0.7764 | 0.6852 | False |
+| no_training_oracle_top250 | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | strict_all | oracle_panel_top250 | 0.6438 | 0.5917 | 0.6878 | 0.8155 | 0.8155 | 0.7366 | False |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | strict_all | full_benchmark_138k | 0.2965 | 0.2543 | 0.3232 | 0.8816 | 0.0886 | 0.0806 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | strict_all | full_benchmark_138k | 0.2900 | 0.2416 | 0.3172 | 0.8831 | 0.0886 | 0.0805 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | strict_all | full_benchmark_138k | 0.2879 | 0.2426 | 0.3165 | 0.8790 | 0.0886 | 0.0809 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | strict_all | full_benchmark_138k | 0.2849 | 0.2430 | 0.3101 | 0.8817 | 0.0887 | 0.0803 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | strict_all | full_benchmark_138k | 0.2817 | 0.2366 | 0.3088 | 0.8660 | 0.0879 | 0.0799 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | strict_all | full_benchmark_138k | 0.2784 | 0.2366 | 0.3047 | 0.8776 | 0.0884 | 0.0804 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | strict_all | full_benchmark_138k | 0.2784 | 0.2338 | 0.3000 | 0.8830 | 0.0885 | 0.0806 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | strict_all | full_benchmark_138k | 0.2734 | 0.2339 | 0.3019 | 0.8649 | 0.0869 | 0.0783 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | strict_all | full_benchmark_138k | 0.2730 | 0.2306 | 0.2975 | 0.8672 | 0.0878 | 0.0799 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | strict_all | full_benchmark_138k | 0.2601 | 0.2180 | 0.2824 | 0.8647 | 0.0884 | 0.0808 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | strict_all | full_benchmark_138k | 0.2594 | 0.2248 | 0.2909 | 0.8682 | 0.0873 | 0.0790 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | strict_all | full_benchmark_138k | 0.2256 | 0.1924 | 0.2521 | 0.8601 | 0.0875 | 0.0796 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | strict_all | full_benchmark_138k | 0.1842 | 0.1527 | 0.2024 | 0.8511 | 0.0866 | 0.0781 | True |
+| no_training_oracle_all_positive | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | very_high_confidence | oracle_panel_all_positive | 0.8396 | 0.7555 | 0.8741 | 0.9296 | 0.2016 | 0.1947 | False |
+| no_training_oracle_top250 | context_only_unmatched_oracle_panel | alphagenome_counterfactual | mask_abs_delta_atac_target_promoter_sum | very_high_confidence | oracle_panel_top250 | 0.8881 | 0.8171 | 0.9153 | 0.9222 | 0.4669 | 0.4510 | False |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact_field_tuned | proxy_v2_rich_without_contact_high_confidence_c0p01 | very_high_confidence | full_benchmark_138k | 0.7136 | 0.5814 | 0.7727 | 0.9842 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | ensemble_proxy_residual_v1 | ensemble_proxy_residual_v1 | very_high_confidence | full_benchmark_138k | 0.7117 | 0.5867 | 0.7695 | 0.9803 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich | logistic_counterfactual_proxy_v2_rich_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6984 | 0.5645 | 0.7625 | 0.9831 | 0.0258 | 0.0255 | True |
+| trainable | headline_full_benchmark | proxy_v2_rich_without_contact | s2t_proxy_v2_without_contact_logistic | very_high_confidence | full_benchmark_138k | 0.6924 | 0.5508 | 0.7464 | 0.9844 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich | molecular_residual_proxy_v2_rich_highconf_c003 | very_high_confidence | full_benchmark_138k | 0.6751 | 0.5392 | 0.7317 | 0.9804 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_proxy_v2_rich_strict | molecular_residual_proxy_v2_rich_strict_broad_c001 | very_high_confidence | full_benchmark_138k | 0.6741 | 0.5416 | 0.7376 | 0.9773 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | field_leader | logistic_re2g_extended_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6708 | 0.5406 | 0.7307 | 0.9816 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | residual_gate | residual_deepset_calibrated_gate_v1 | very_high_confidence | full_benchmark_138k | 0.6614 | 0.5348 | 0.7251 | 0.9776 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | observed_hic_reabc | logistic_observed_hic_reabc_c00003 | very_high_confidence | full_benchmark_138k | 0.6440 | 0.5037 | 0.7074 | 0.9724 | 0.0255 | 0.0249 | True |
+| trainable | headline_full_benchmark | re2g_extended_features | logistic_re2g_extended_features_c0003 | very_high_confidence | full_benchmark_138k | 0.6179 | 0.5028 | 0.7055 | 0.9727 | 0.0254 | 0.0249 | True |
+| trainable | headline_full_benchmark | proxy_v2 | logistic_counterfactual_proxy_v2_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.6096 | 0.4687 | 0.6710 | 0.9816 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | proxy_v1 | logistic_counterfactual_proxy_highconf_c0003 | very_high_confidence | full_benchmark_138k | 0.5192 | 0.3782 | 0.5887 | 0.9774 | 0.0256 | 0.0252 | True |
+| trainable | headline_full_benchmark | distance_abc | logistic_distance_abc | very_high_confidence | full_benchmark_138k | 0.3723 | 0.2717 | 0.4553 | 0.9607 | 0.0252 | 0.0246 | True |
\ No newline at end of file
diff --git a/results/paper/paper_s2t_bootstrap_ci.csv b/results/paper/paper_s2t_bootstrap_ci.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2bc55222ec771a753b4f0a98bb74199946bc1be
--- /dev/null
+++ b/results/paper/paper_s2t_bootstrap_ci.csv
@@ -0,0 +1,92 @@
+source_name,model_name,scoreboard,n_regions,n_pairs,n_positive,observed_auprc,bootstrap_mean_auprc,ci_low,ci_high,bootstrap_iterations
+distance_abc,logistic_distance_abc,strict_all,5545,40322,664,0.1764834850369487,0.1772262367150376,0.1527315521253184,0.20236306638294238,500
+distance_abc,logistic_distance_abc,high_confidence,4892,19125,308,0.35276803179911037,0.35624012728328647,0.30535523868157266,0.4128857964483371,500
+distance_abc,logistic_distance_abc,field_compatible_e2g,4483,16778,291,0.37039229043836713,0.37209382164021815,0.3147494869304455,0.4281753434726135,500
+distance_abc,logistic_distance_abc,very_high_confidence,3844,9382,100,0.36159557579186247,0.3662610996302943,0.27165535559764553,0.4553121567792214,500
+distance_abc,logistic_distance_abc,re2g_covered_strict,5114,34465,621,0.18801284500957444,0.188367400025439,0.1633213635986692,0.21703091772730165,500
+distance_abc,logistic_distance_abc,re2g_covered_high_confidence,4483,16778,291,0.37039229043836713,0.37209382164021815,0.3147494869304455,0.4281753434726135,500
+distance_abc,logistic_distance_abc,re2g_covered_very_high_confidence,3487,8237,88,0.39610619352364473,0.40002151774066025,0.30051873918711197,0.5052178116485823,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,strict_all,5545,40322,664,0.2680607130432016,0.26963381950496523,0.23662966188120646,0.3047320877627248,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,high_confidence,4892,19125,308,0.5585834788381682,0.5623530663162352,0.49252306415329816,0.6212424530391296,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,field_compatible_e2g,4483,16778,291,0.5820413833939936,0.5834516657694025,0.5183509207116546,0.643067913068694,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,very_high_confidence,3844,9382,100,0.602411378611713,0.6043151577748096,0.5027520771704822,0.7054581667031002,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,re2g_covered_strict,5114,34465,621,0.28108030521326594,0.2813816096297941,0.24205387578575757,0.3193221114896868,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,re2g_covered_high_confidence,4483,16778,291,0.5820413833939936,0.5834516657694025,0.5183509207116546,0.643067913068694,500
+re2g_extended_features,logistic_re2g_extended_features_c0003,re2g_covered_very_high_confidence,3487,8237,88,0.6711854229733158,0.6751153152292743,0.5693940128929375,0.7685464850884327,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,strict_all,5545,40322,664,0.26421781938643807,0.26529795454795246,0.23383882460241331,0.3000065796660237,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,high_confidence,4892,19125,308,0.5430028086204335,0.5466594740749977,0.4817736810770101,0.6082831088422481,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,field_compatible_e2g,4483,16778,291,0.5642902879296154,0.566771707029966,0.5036320389701967,0.6293582473881493,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,very_high_confidence,3844,9382,100,0.6081537253745161,0.6097263347817252,0.5037285450264865,0.7073745665647351,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,re2g_covered_strict,5114,34465,621,0.2758049139282715,0.27635047448273864,0.2415733023285397,0.31151110911607843,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,re2g_covered_high_confidence,4483,16778,291,0.5642902879296154,0.566771707029966,0.5036320389701967,0.6293582473881493,500
+observed_hic_reabc,logistic_observed_hic_reabc_c00003,re2g_covered_very_high_confidence,3487,8237,88,0.672979560786306,0.6762329580359876,0.5731635797166464,0.7743925781766775,500
+residual_gate,residual_deepset_calibrated_gate_v1,strict_all,5545,40322,664,0.27376080784558515,0.2753883022246572,0.24300524322546424,0.3101164492803286,500
+residual_gate,residual_deepset_calibrated_gate_v1,high_confidence,4892,19125,308,0.5667079426470731,0.5702463150915393,0.504984271543101,0.6266833340531376,500
+residual_gate,residual_deepset_calibrated_gate_v1,field_compatible_e2g,4483,16778,291,0.5896082695122017,0.5914299954943925,0.5266313119425095,0.6480876265690304,500
+residual_gate,residual_deepset_calibrated_gate_v1,very_high_confidence,3844,9382,100,0.6287080036492164,0.630114540694509,0.5348445541592309,0.7251411060608164,500
+residual_gate,residual_deepset_calibrated_gate_v1,re2g_covered_strict,5114,34465,621,0.286667710887491,0.28710312348850525,0.24959077097496848,0.3269710829490764,500
+residual_gate,residual_deepset_calibrated_gate_v1,re2g_covered_high_confidence,4483,16778,291,0.5896082695122017,0.5914299954943925,0.5266313119425095,0.6480876265690304,500
+residual_gate,residual_deepset_calibrated_gate_v1,re2g_covered_very_high_confidence,3487,8237,88,0.6967556577744554,0.7008554916221295,0.5989485437834624,0.7926283078972207,500
+field_leader,logistic_re2g_extended_highconf_c0003,strict_all,5545,40322,664,0.26253031732568477,0.26409058984484995,0.23056826066643787,0.2975024080584426,500
+field_leader,logistic_re2g_extended_highconf_c0003,high_confidence,4892,19125,308,0.5700852226119407,0.5739189687275106,0.5051871537984534,0.6351647615523219,500
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diff --git a/results/paper/paper_s2t_scoreboard_metrics.csv b/results/paper/paper_s2t_scoreboard_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42c7d46461d49a81a6faa0f0dc16c259822d97b4
--- /dev/null
+++ b/results/paper/paper_s2t_scoreboard_metrics.csv
@@ -0,0 +1,18201 @@
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diff --git a/results/paper/paper_s2t_scoreboard_summary.csv b/results/paper/paper_s2t_scoreboard_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b94c862028ba1b836bf58db3e64f43abe9f62071
--- /dev/null
+++ b/results/paper/paper_s2t_scoreboard_summary.csv
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diff --git a/results/paper/paper_s2t_slice_summary.csv b/results/paper/paper_s2t_slice_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d12ee3542e9c9aa4856e19dcfe09b58b01c4c280
--- /dev/null
+++ b/results/paper/paper_s2t_slice_summary.csv
@@ -0,0 +1,131 @@
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diff --git a/results/paper/paper_unmatched_oracle_context.csv b/results/paper/paper_unmatched_oracle_context.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82e2f64e28ee499867a5fd18413f8dd39069be23
--- /dev/null
+++ b/results/paper/paper_unmatched_oracle_context.csv
@@ -0,0 +1,61 @@
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+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,high_confidence,full_benchmark_138k,0.6022218018151736,0.5199503589429988,0.6392693012906906,0.971270089200663,0.05917516749489173,0.058093534601844854,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,high_confidence,full_benchmark_138k,0.5936040775583202,0.5131030829472375,0.635083843077501,0.9704062243240912,0.05921291452378567,0.05812212188100202,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,high_confidence,full_benchmark_138k,0.5931337532126284,0.504984271543101,0.6266833340531376,0.970116045835054,0.05913642509326311,0.058093534601844854,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,high_confidence,full_benchmark_138k,0.5845624311767637,0.49252306415329816,0.6212424530391296,0.96994635665443,0.05912471908100779,0.05794911455321389,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,high_confidence,full_benchmark_138k,0.5750384138539121,0.4817736810770101,0.6082831088422481,0.9712315756494002,0.05921598903422842,0.05812527555438309,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,high_confidence,full_benchmark_138k,0.5551533491522552,0.46223650976094904,0.5896889629222903,0.968613465703435,0.05892415687136236,0.05747805123411487,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,high_confidence,full_benchmark_138k,0.4761794346507404,0.4074760857364994,0.5253072458645852,0.9622112509680866,0.05865697275672965,0.057325961212495266,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,high_confidence,full_benchmark_138k,0.3672216929239383,0.30535523868157266,0.4128857964483371,0.9465259385144833,0.05795617283431229,0.05589365347711418,True
+no_training_oracle_all_positive,context_only_unmatched_oracle_panel,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,strict_all,oracle_panel_all_positive,0.5952009870511883,0.5533808406960107,0.6235176099600921,0.8268018489318326,0.7763985754680591,0.6852051781647578,False
+no_training_oracle_top250,context_only_unmatched_oracle_panel,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,strict_all,oracle_panel_top250,0.6437627185719547,0.5916561300599578,0.6878303158775881,0.8154959313498429,0.81549161667223,0.7365891463317389,False
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,strict_all,full_benchmark_138k,0.2965073656661311,0.25426180720800895,0.32320300359244836,0.8816363155144001,0.08855605396354801,0.08063626016073805,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,strict_all,full_benchmark_138k,0.2899971297190417,0.24163813471723475,0.31716924269752433,0.8831318622990239,0.08864801806632205,0.08048853595069683,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,strict_all,full_benchmark_138k,0.2878522044410865,0.2425686293599788,0.3165371812947211,0.8789930323484313,0.08858078264035256,0.08089771578980977,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,strict_all,full_benchmark_138k,0.2849047054756116,0.24300524322546424,0.3101164492803286,0.881675097339431,0.08865579863442248,0.08031964417803156,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,strict_all,full_benchmark_138k,0.2816692615193929,0.23663992089309652,0.30883195178792266,0.8660189727556729,0.08788807588698724,0.07994759976710113,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,strict_all,full_benchmark_138k,0.2784319492981832,0.23662966188120646,0.3047320877627248,0.8776116899780593,0.08835120216801585,0.08038199930776144,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,strict_all,full_benchmark_138k,0.27841593497809664,0.23383882460241331,0.3000065796660237,0.8830283786286255,0.08847696761324499,0.0806079098884831,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,strict_all,full_benchmark_138k,0.27336900235296596,0.23386429312600923,0.3019499027113647,0.8649219610058214,0.08687287266541772,0.0783277104973034,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,strict_all,full_benchmark_138k,0.2729780005678151,0.23056826066643787,0.2975024080584426,0.8672048884583582,0.08776571659286343,0.07994494629437562,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,strict_all,full_benchmark_138k,0.260123048446885,0.21802741497444805,0.2823924779475045,0.8647251567930138,0.0884133409158561,0.08083048838472365,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,strict_all,full_benchmark_138k,0.2594424272359668,0.22477104350027985,0.29093608928736925,0.868152882265122,0.08727598876471584,0.07904968507019547,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,strict_all,full_benchmark_138k,0.2255909752474253,0.19242708675931539,0.25213821344081244,0.8600893761861833,0.08747165502132924,0.07955324222717251,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,strict_all,full_benchmark_138k,0.18420892943957679,0.1527315521253184,0.20236306638294238,0.8511244853638195,0.08664400052973287,0.07806476917170804,True
+no_training_oracle_all_positive,context_only_unmatched_oracle_panel,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,very_high_confidence,oracle_panel_all_positive,0.8395527956358446,0.7555370367119852,0.8740948820135902,0.9296035167986734,0.2015667951432664,0.194706879316726,False
+no_training_oracle_top250,context_only_unmatched_oracle_panel,alphagenome_counterfactual,mask_abs_delta_atac_target_promoter_sum,very_high_confidence,oracle_panel_top250,0.888089556441054,0.8170730204616092,0.915278679215409,0.9222284816451484,0.4668899950223991,0.4510104529616724,False
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact_field_tuned,proxy_v2_rich_without_contact_high_confidence_c0p01,very_high_confidence,full_benchmark_138k,0.7135841610301003,0.5814084298173322,0.7727328226614099,0.9841908200597647,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,ensemble_proxy_residual_v1,ensemble_proxy_residual_v1,very_high_confidence,full_benchmark_138k,0.7117060831740245,0.5867176899564607,0.769497143862186,0.980284216342635,0.02545071204080806,0.02489640669261127,True
+trainable,headline_full_benchmark,proxy_v2_rich,logistic_counterfactual_proxy_v2_rich_highconf_c0003,very_high_confidence,full_benchmark_138k,0.698381192629186,0.5645163425111517,0.7624694272681026,0.9831141699998494,0.025750772186494277,0.02549652698398371,True
+trainable,headline_full_benchmark,proxy_v2_rich_without_contact,s2t_proxy_v2_without_contact_logistic,very_high_confidence,full_benchmark_138k,0.6923976594520254,0.5507740763433626,0.7463993823102365,0.984433941904784,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich,molecular_residual_proxy_v2_rich_highconf_c003,very_high_confidence,full_benchmark_138k,0.6750868574212904,0.5392351441132546,0.7317081411214437,0.9804056293693748,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,residual_proxy_v2_rich_strict,molecular_residual_proxy_v2_rich_strict_broad_c001,very_high_confidence,full_benchmark_138k,0.6741358142239404,0.5415684039270476,0.7375625751653897,0.9772808052798323,0.02545071204080806,0.024896406692611273,True
+trainable,headline_full_benchmark,field_leader,logistic_re2g_extended_highconf_c0003,very_high_confidence,full_benchmark_138k,0.6707839743669473,0.5406341335062341,0.7307148361383462,0.9815714137565786,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,residual_gate,residual_deepset_calibrated_gate_v1,very_high_confidence,full_benchmark_138k,0.6613936115750342,0.5348445541592309,0.7251411060608164,0.9776165398059611,0.025585482930295927,0.025165948471587013,True
+trainable,headline_full_benchmark,observed_hic_reabc,logistic_observed_hic_reabc_c00003,very_high_confidence,full_benchmark_138k,0.6439843544190871,0.5037285450264865,0.7073745665647351,0.9723534555897604,0.02545071204080806,0.02489640669261127,True
+trainable,headline_full_benchmark,re2g_extended_features,logistic_re2g_extended_features_c0003,very_high_confidence,full_benchmark_138k,0.6179272236754259,0.5027520771704822,0.7054581667031002,0.9726607962135277,0.02540578841097877,0.02489640669261127,True
+trainable,headline_full_benchmark,proxy_v2,logistic_counterfactual_proxy_v2_highconf_c0003,very_high_confidence,full_benchmark_138k,0.6095981130023923,0.468675745500304,0.6710044354977951,0.9815650763800221,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,proxy_v1,logistic_counterfactual_proxy_highconf_c0003,very_high_confidence,full_benchmark_138k,0.5192198139410688,0.3782084115187274,0.5886511607598229,0.9774004327405036,0.02561600129700641,0.02522698520500797,True
+trainable,headline_full_benchmark,distance_abc,logistic_distance_abc,very_high_confidence,full_benchmark_138k,0.37227183516978857,0.27165535559764553,0.4553121567792214,0.9607209780364657,0.02524049915478042,0.024565828180214577,True
diff --git a/results/s2t/fulco2019_k562/generalization_summary.csv b/results/s2t/fulco2019_k562/generalization_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8db18ee098ba1b1567229afadef8e0990b3ea5cf
--- /dev/null
+++ b/results/s2t/fulco2019_k562/generalization_summary.csv
@@ -0,0 +1,4 @@
+model_name,recall_at_1,mrr,auroc,auprc,n_pairs,n_positive
+distance,0.033374857161489406,0.04237318929184211,0.9536023169940855,0.33296299820095876,874.0,11.75
+nearest_gene,0.033374857161489406,0.03947871904101071,0.6603797528169529,0.03465768040345968,874.0,11.75
+logistic_molecular,0.033374857161489406,0.04237318929184211,0.9340546759325219,0.3177730070524895,874.0,11.75
diff --git a/results/s2t/fulco2019_k562/generalization_summary.md b/results/s2t/fulco2019_k562/generalization_summary.md
new file mode 100644
index 0000000000000000000000000000000000000000..99f50c63ff8cd965fce94f185f4979f0594dd463
--- /dev/null
+++ b/results/s2t/fulco2019_k562/generalization_summary.md
@@ -0,0 +1,11 @@
+# External Screen Generalization
+
+Screen: `fulco2019_k562` (K562, hg38).
+
+Balanced chromosome-fold test means on an independent CRISPRi screen.
+
+| model | recall@1 | mrr | auroc | auprc | n_pairs | n_positive |
+| --- | --- | --- | --- | --- | --- | --- |
+| distance | 0.0334 | 0.0424 | 0.9536 | 0.3330 | 874 | 11 |
+| logistic_molecular | 0.0334 | 0.0424 | 0.9341 | 0.3178 | 874 | 11 |
+| nearest_gene | 0.0334 | 0.0395 | 0.6604 | 0.0347 | 874 | 11 |
\ No newline at end of file
diff --git a/results/s2t/fulco2019_k562/screen_deconfounding_comparison.csv b/results/s2t/fulco2019_k562/screen_deconfounding_comparison.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c451f50610bd2d6fecbe880dbec0c2f6bf6b4cf1
--- /dev/null
+++ b/results/s2t/fulco2019_k562/screen_deconfounding_comparison.csv
@@ -0,0 +1,7 @@
+screen,result_type,model_name,scoreboard,prevalence,auprc,auroc,ci_low,ci_high
+fulco2019_k562,trained,distance,high_confidence,0.3325396825396825,1.0,1.0,0.6830511465016162,0.9591694329378029
+fulco2019_k562,no_training_oracle,alphagenome_counterfactual,high_confidence,0.3325396825396825,0.9888888888888889,0.9666666666666667,0.9426588696564335,1.0
+fulco2019_k562,trained,logistic_molecular,high_confidence,0.3325396825396825,0.9636363636363635,0.9629129129129129,0.6554842535190778,0.9623369565217389
+fulco2019_k562,trained,distance,strict_all,0.28989418920769033,0.7449140464539623,0.847368282402529,0.6111137043682091,0.7906228180373971
+fulco2019_k562,trained,logistic_molecular,strict_all,0.28989418920769033,0.722317886098427,0.8081133250311332,0.5422498939968319,0.7703685243771717
+fulco2019_k562,no_training_oracle,alphagenome_counterfactual,strict_all,0.28989418920769033,0.683940019765717,0.7570406115954061,0.581929575731334,0.8109071774457294
diff --git a/results/s2t/fulco2019_k562/screen_deconfounding_paired_diff.csv b/results/s2t/fulco2019_k562/screen_deconfounding_paired_diff.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9909d2ad6b3066ef4b19cb9c4390302be5c78c62
--- /dev/null
+++ b/results/s2t/fulco2019_k562/screen_deconfounding_paired_diff.csv
@@ -0,0 +1,3 @@
+scoreboard,n_pairs,n_regions,n_positive,auprc_a,auprc_b,diff,diff_mean,ci_low,ci_high,p_value,screen,best_trained
+strict_all,244,42,49,0.6823153120463998,0.706445198388327,-0.024129886341927143,-0.017122676700150746,-0.11035846799231062,0.09679112609131646,0.69,fulco2019_k562,distance
+high_confidence,121,40,18,0.9780900508351488,0.8511885574321075,0.12690149340304124,0.12620665829597338,0.013392770386731723,0.2963712871608318,0.02,fulco2019_k562,distance
diff --git a/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_slice_metrics.csv b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcd528694850d74823f8f0f3634a64d4f9ec18e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,model_name,model_version,ensemble_objective,ensemble_tuning_source,weight__residual_strict,weight__field_proxy,weight__residual_gate,score_transform
+chromosome,test,all_labeled,102,362,7,recall_at_1,0.0392156862745098,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,all_labeled,102,362,7,recall_at_3,0.06862745098039216,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,all_labeled,102,362,7,recall_at_5,0.06862745098039216,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,all_labeled,102,362,7,mrr,0.05392156862745098,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,all_labeled,102,362,7,auroc,0.6633802816901408,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,all_labeled,102,362,7,auprc,0.0644610384303879,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,recall_at_1,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,recall_at_3,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,recall_at_5,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,mrr,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,auroc,0.9833333333333333,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest,4,19,4,auprc,0.95,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,recall_at_1,0.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,recall_at_3,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,recall_at_5,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,mrr,0.5,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,auroc,0.3958333333333333,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_non_nearest,3,11,3,auprc,0.2853535353535353,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest_only,4,19,4,recall_at_1,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest_only,4,19,4,recall_at_3,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
+chromosome,test,positive_target_nearest_only,4,19,4,recall_at_5,1.0,ensemble_proxy_residual_rank,0.1.0,all_labeled+0.2*field_compatible_e2g,same_split_family_validation,0.0,0.45,0.55,rank_percentile
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diff --git a/results/s2t/gasperini_gse120861/ensemble_proxy_residual_regime_metrics.csv b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_regime_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07187ec82a2e75e95c2b7e8089cea9a4eff2861f
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_regime_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/ensemble_proxy_residual_score_strictfloor_slice_metrics.csv b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_score_strictfloor_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3bb9a9f51e6161bd827e93027d1200fc98b23f2f
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_score_strictfloor_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_ensemble_logistic_deepset_nonnearest_raw_weights.csv b/results/s2t/gasperini_gse120861/learned_ensemble_logistic_deepset_nonnearest_raw_weights.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae797e92b7294d7555422e4dba140494f7697d15
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_ensemble_logistic_deepset_nonnearest_raw_weights.csv
@@ -0,0 +1,11 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_filtered_interactions_metrics.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_filtered_interactions_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc0c51941b704578cf7960d36950c16eab44dbf1
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index 0000000000000000000000000000000000000000..c9d3ea9e83ec36b3122084398cfc2752a88812b0
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_permutation_importance.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_permutation_importance.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba57ff97c4880b7d66c45972a0c9f2d82b6dcf77
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_permutation_importance.csv
@@ -0,0 +1,681 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..811a6364649ec96aa7ff067df9664ce7cfc05e28
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_e2g_competition_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_gene_group_k562_expr_molecular_ranker_feature_importance.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_gene_group_k562_expr_molecular_ranker_feature_importance.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0050034de643e28a2b3a52f51267250ff9396507
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_gene_group_k562_expr_molecular_ranker_feature_importance.csv
@@ -0,0 +1,891 @@
+split_family,model_name,model_version,feature_name,importance_split,importance_gain
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+chromosome_fold_2,lightgbm_gene_group_k562_expr_molecular_ranker,0.1.0,abc_x_distance_decay_10kb,26,19.29763806425035
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diff --git a/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_001_b01_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_001_b01_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dd20879f23b8e965b1410515b80dbc64dfb3b63
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_001_b01_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,l2,binary_loss_weight,listwise_loss_weight,max_iter,training_label_policy,n_fit_pairs,n_fit_regions,n_listwise_regions,n_fit_positive,optimizer_iterations,optimizer_converged,objective_value,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b025_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b025_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e82898fe55ae28f8406649ec34ba4418e584328
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b025_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37b88c86b628e0c738c738fd06e44eb413d7f166
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_rich_highconf_c0003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_rich_highconf_c0003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7507cac3bab63df34e8c0279b0850d8d6868a2f8
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_rich_highconf_c0003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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+random,test,all_labeled,832,6103,96,recall_at_3,0.0889423076923077,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.084200196504884,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8921258531713001,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.290828179408716,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9433962264150944,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9716981132075472,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
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+random,test,positive_target_nearest,53,499,63,auprc,0.8481805336117194,l2,0.003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_rich_highconf_c0003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_jaspar2026_pilot_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_jaspar2026_pilot_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba1ace279fdba655627d8089080121298231b7cd
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_jaspar2026_pilot_slice_metrics.csv
@@ -0,0 +1,955 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07091346153846154,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09014423076923077,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09495192307692307,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08143246585841693,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8888276177792576,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.22125761401610589,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9525265763797874,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8775470190102969,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.3783783783783784,logistic_distance_abc_jaspar2026_pilot,0.1.0
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+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8918918918918919,logistic_distance_abc_jaspar2026_pilot,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6014003133568351,logistic_distance_abc_jaspar2026_pilot,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01.log b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01.log
new file mode 100644
index 0000000000000000000000000000000000000000..6f6ec051c0644fe50a7e5c9014eb0957076b0982
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01.log
@@ -0,0 +1,1648 @@
+            split_family split  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric                        model_name model_version
+                  random  test        832     6103          96 recall_at_1 0.074519               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test        832     6103          96 recall_at_3 0.087740               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test        832     6103          96 recall_at_5 0.090144               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test        832     6103          96         mrr 0.082030               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test        832     6103          96       auroc 0.876720               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test        832     6103          96       auprc 0.198268               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458 recall_at_1 0.075142               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458 recall_at_3 0.090582               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458 recall_at_5 0.093412               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458         mrr 0.084157               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458       auroc 0.892170               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train       3886    28048         458       auprc 0.207256               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110 recall_at_1 0.094317               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110 recall_at_3 0.108827               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110 recall_at_5 0.118501               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110         mrr 0.104676               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110       auroc 0.861814               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val        827     6171         110       auprc 0.228048               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7 recall_at_1 0.039216               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7 recall_at_3 0.068627               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7 recall_at_5 0.068627               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7         mrr 0.053922               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7       auroc 0.923944               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test        102      362           7       auprc 0.176024               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618 recall_at_1 0.080331               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618 recall_at_3 0.093431               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618 recall_at_5 0.097669               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618         mrr 0.088136               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618       auroc 0.891377               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train       5191    36929         618       auprc 0.213951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39 recall_at_1 0.067460               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39 recall_at_3 0.099206               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39 recall_at_5 0.107143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39         mrr 0.086818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39       auroc 0.832116               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val        252     3031          39       auprc 0.187971               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_1 0.079268               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_3 0.098432               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_5 0.103659               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131         mrr 0.089923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auroc 0.876647               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auprc 0.238933               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_1 0.078463               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_3 0.092563               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_5 0.095747               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533         mrr 0.086743               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auroc 0.889964               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auprc 0.200718               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_1 0.072787               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_3 0.085194               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_5 0.088503               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134         mrr 0.080878               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auroc 0.877623               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auprc 0.215359               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_1 0.081411               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_3 0.095480               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_5 0.098939               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530         mrr 0.089623               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auroc 0.885090               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auprc 0.217265               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_1 0.093652               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_3 0.105099               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_5 0.111342               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131         mrr 0.101010               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131       auroc 0.870386               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test        961     6051         131       auprc 0.205526               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_1 0.075916               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_3 0.090314               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_5 0.094241               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533         mrr 0.084638               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auroc 0.891994               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auprc 0.210919               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_1 0.068142               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_3 0.081416               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_5 0.084956               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135         mrr 0.077239               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auroc 0.802443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auprc 0.166020               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_1 0.081767               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_3 0.096036               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_5 0.100340               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529         mrr 0.089921               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auroc 0.902421               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auprc 0.219931               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_1 0.075661               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_3 0.092981               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_5 0.097539               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133         mrr 0.085428               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auroc 0.876356               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auprc 0.190343               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_1 0.079586               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_3 0.091951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_5 0.097797               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531         mrr 0.087760               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auroc 0.889820               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auprc 0.213135               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_1 0.631148               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_3 0.811475               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_5 0.868852               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155         mrr 0.738591               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155       auroc 0.828103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test        122     1433         155       auprc 0.514728               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_1 0.055877               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_3 0.065969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_5 0.069146               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427         mrr 0.061908               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427       auroc 0.897408               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train       5351    38108         427       auprc 0.156312               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82 recall_at_1 0.708333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82 recall_at_3 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82 recall_at_5 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82         mrr 0.808828               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82       auroc 0.870896               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val         72      781          82       auprc 0.574985               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_1 0.063071               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_3 0.082158               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_5 0.087967               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155         mrr 0.074410               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auroc 0.816816               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auprc 0.145571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_1 0.082670               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_3 0.096677               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_5 0.101620               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427         mrr 0.091202               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auroc 0.897389               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auprc 0.215727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_1 0.074392               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_3 0.091559               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_5 0.092990               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82         mrr 0.083980               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auroc 0.873108               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auprc 0.177019               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_1 0.070818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_3 0.080586               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_5 0.085470               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85         mrr 0.077434               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auroc 0.869976               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auprc 0.224227               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_1 0.081779               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_3 0.095834               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_5 0.099923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485         mrr 0.089969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auroc 0.883154               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auprc 0.212936               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_1 0.079951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_3 0.093481               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_5 0.097171               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94         mrr 0.088502               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auroc 0.912974               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auprc 0.240559               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+
+Slice metrics:
+            split_family split                            slice  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric                        model_name model_version
+                  random  test                      all_labeled        832     6103          96 recall_at_1 0.074519               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_3 0.087740               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_5 0.090144               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                      all_labeled        832     6103          96         mrr 0.082030               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                      all_labeled        832     6103          96       auroc 0.876720               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                      all_labeled        832     6103          96       auprc 0.198268               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_1 0.943396               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63         mrr 0.971698               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auroc 0.950961               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auprc 0.768883               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_1 0.486486               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_3 0.729730               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_5 0.783784               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50         mrr 0.628345               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auroc 0.753174               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auprc 0.375470               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_1 0.956522               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46         mrr 0.978261               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auroc 0.980460               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auprc 0.805266               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_1 0.400000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_3 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_5 0.733333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33         mrr 0.558292               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auroc 0.708763               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auprc 0.246063               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_1 0.923077               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27         mrr 0.961538               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auroc 0.986498               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auprc 0.835887               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_1 0.884615               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34         mrr 0.935897               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auroc 0.915678               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auprc 0.661184               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_1 0.736842               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24         mrr 0.850877               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auroc 0.904948               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auprc 0.697381               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_3 0.466667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_5 0.600000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23         mrr 0.469362               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auroc 0.597987               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auprc 0.222935               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_3 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_5 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6         mrr 0.236111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auroc 0.418750               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auprc 0.139582               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_1 0.075142               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_3 0.090582               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_5 0.093412               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458         mrr 0.084157               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458       auroc 0.892170               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                      all_labeled       3886    28048         458       auprc 0.207256               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_1 0.951417               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279         mrr 0.975034               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auroc 0.968575               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auprc 0.859328               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_1 0.424084               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_3 0.691099               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_5 0.748691               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238         mrr 0.584815               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auroc 0.771242               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auprc 0.359397               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_1 0.959091               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220         mrr 0.978788               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auroc 0.988403               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auprc 0.907043               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_1 0.347561               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_3 0.640244               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_5 0.707317               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179         mrr 0.525608               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auroc 0.735905               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auprc 0.244069               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_1 0.957895               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105         mrr 0.977193               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auroc 0.971163               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auprc 0.867057               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_1 0.871429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_3 0.992857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_5 0.992857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162         mrr 0.928401               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auroc 0.954021               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auprc 0.763125               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_1 0.783333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_3 0.950000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_5 0.983333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74         mrr 0.873203               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74       auroc 0.925831               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train                distance_50_100kb         60      465          74       auprc 0.683951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_1 0.515789               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_3 0.726316               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_5 0.778947               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121         mrr 0.639482               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auroc 0.780240               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auprc 0.445055               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_1 0.117647               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_3 0.411765               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_5 0.490196               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65         mrr 0.333605               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auroc 0.578507               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auprc 0.140179               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_1 0.094317               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_3 0.108827               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_5 0.118501               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110         mrr 0.104676               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110       auroc 0.861814               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                      all_labeled        827     6171         110       auprc 0.228048               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_1 0.967213               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65         mrr 0.983607               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auroc 0.964014               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auprc 0.878275               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_1 0.469388               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_3 0.673469               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_5 0.836735               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53         mrr 0.623812               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auroc 0.731680               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auprc 0.315021               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_1 0.964912               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57         mrr 0.982456               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auroc 0.988615               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auprc 0.906785               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_1 0.422222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_3 0.644444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_5 0.822222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45         mrr 0.590373               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auroc 0.725608               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auprc 0.278850               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auroc 0.995835               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auprc 0.964377               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_1 0.884615               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27         mrr 0.935897               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auroc 0.947053               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auprc 0.708922               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_1 0.814815               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_3 0.962963               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28         mrr 0.891975               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auroc 0.874663               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auprc 0.558202               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_1 0.437500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_3 0.625000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_5 0.812500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18         mrr 0.604167               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auroc 0.761518               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auprc 0.463686               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_1 0.083333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_3 0.250000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_5 0.583333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13         mrr 0.290289               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auroc 0.488143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auprc 0.102414               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_1 0.039216               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_3 0.068627               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_5 0.068627               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7         mrr 0.053922               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auroc 0.923944               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auprc 0.176024               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_1 0.750000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4         mrr 0.875000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auroc 0.966667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auprc 0.887500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3         mrr 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auroc 0.583333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auprc 0.369444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_1 0.750000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4         mrr 0.875000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auroc 0.966667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auprc 0.887500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3         mrr 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auroc 0.583333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auprc 0.369444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auroc 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auprc 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2         mrr 0.750000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auroc 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auprc 0.583333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auroc 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auprc 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2         mrr 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auroc 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auprc 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_1 0.080331               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_3 0.093431               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_5 0.097669               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618         mrr 0.088136               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auroc 0.891377               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auprc 0.213951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_1 0.973451               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382         mrr 0.986234               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auroc 0.971608               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auprc 0.883287               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_1 0.464844               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_3 0.707031               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_5 0.792969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314         mrr 0.612042               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auroc 0.770301               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auprc 0.377718               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_1 0.980263               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304         mrr 0.989583               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auroc 0.990082               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auprc 0.927170               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_1 0.393665               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_3 0.660633               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_5 0.760181               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236         mrr 0.557387               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auroc 0.738151               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auprc 0.276002               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_1 0.971014               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147         mrr 0.984300               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auroc 0.981575               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auprc 0.910847               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_1 0.897727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_3 0.988636               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204         mrr 0.943845               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auroc 0.957561               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auprc 0.808910               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_1 0.821782               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_3 0.980198               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_5 0.990099               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121         mrr 0.895797               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auroc 0.915650               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auprc 0.659253               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_1 0.508333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_3 0.691667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_5 0.800000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154         mrr 0.631514               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auroc 0.774852               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auprc 0.422826               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_1 0.135593               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_3 0.406780               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_5 0.525424               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75         mrr 0.331505               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auroc 0.518791               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auprc 0.121517               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_1 0.067460               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_3 0.099206               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_5 0.107143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39         mrr 0.086818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auroc 0.832116               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auprc 0.187971               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21         mrr 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auroc 0.941923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auprc 0.579541               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_1 0.277778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_3 0.555556               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_5 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24         mrr 0.465450               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auroc 0.704645               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auprc 0.287757               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_1 0.800000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15         mrr 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auroc 0.979693               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auprc 0.663826               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_1 0.200000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_3 0.466667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_5 0.600000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18         mrr 0.391874               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auroc 0.655975               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auprc 0.195042               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_1 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12         mrr 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auroc 0.933201               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auprc 0.647970               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_1 0.571429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17         mrr 0.773810               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auroc 0.925103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auprc 0.435819               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_1 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3         mrr 0.833333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auroc 0.991453               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auprc 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_1 0.250000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_3 0.250000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_5 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6         mrr 0.383929               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auroc 0.601449               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auprc 0.302791               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_3 0.142857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_5 0.285714               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9         mrr 0.164560               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auroc 0.473878               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auprc 0.116176               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_1 0.079268               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_3 0.098432               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_5 0.103659               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131         mrr 0.089923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auroc 0.876647               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auprc 0.238933               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_1 0.973333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79         mrr 0.986667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auroc 0.973939               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auprc 0.911412               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_1 0.392857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_3 0.750000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_5 0.857143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60         mrr 0.593427               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auroc 0.735947               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auprc 0.333098               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_1 0.971831               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71         mrr 0.985915               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auroc 0.987770               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auprc 0.925892               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_1 0.346154               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_3 0.730769               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_5 0.846154               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52         mrr 0.562153               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auroc 0.719716               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auprc 0.285247               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_1 0.975000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42         mrr 0.987500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auroc 0.966075               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auprc 0.875443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_1 0.861111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39         mrr 0.925926               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auroc 0.962425               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auprc 0.812332               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_1 0.650000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_3 0.950000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21         mrr 0.804167               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auroc 0.906692               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auprc 0.585722               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_1 0.423077               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_3 0.692308               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_5 0.807692               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28         mrr 0.574855               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auroc 0.723860               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auprc 0.376903               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_1 0.111111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_3 0.444444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_5 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9         mrr 0.374339               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auroc 0.472222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auprc 0.089798               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_1 0.078463               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_3 0.092563               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_5 0.095747               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533         mrr 0.086743               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auroc 0.889964               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auprc 0.200718               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_1 0.972028               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328         mrr 0.986014               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auroc 0.968295               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auprc 0.816287               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_1 0.443439               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_3 0.701357               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_5 0.764706               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281         mrr 0.596864               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auroc 0.756604               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auprc 0.337527               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_1 0.980159               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252         mrr 0.990079               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auroc 0.987312               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auprc 0.869502               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_1 0.358289               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_3 0.647059               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_5 0.721925               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205         mrr 0.531589               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auroc 0.715704               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auprc 0.234477               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_1 0.972222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118         mrr 0.986111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auroc 0.981653               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auprc 0.851396               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_1 0.884615               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_3 0.993590               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_5 0.993590               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184         mrr 0.936966               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auroc 0.952566               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auprc 0.716811               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_1 0.825581               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_3 0.976744               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_5 0.988372               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105         mrr 0.898784               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auroc 0.910423               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auprc 0.652323               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_3 0.740000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_5 0.770000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134         mrr 0.634431               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auroc 0.759632               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auprc 0.383309               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_1 0.140351               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_3 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_5 0.508772               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75         mrr 0.312898               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auroc 0.531299               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auprc 0.119411               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_1 0.072787               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_3 0.085194               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_5 0.088503               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134         mrr 0.080878               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auroc 0.877623               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auprc 0.215359               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_1 0.938272               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88         mrr 0.969136               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auroc 0.973344               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auprc 0.865340               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_1 0.400000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_3 0.622222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_5 0.711111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59         mrr 0.561815               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auroc 0.712305               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auprc 0.366815               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_1 0.933333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75         mrr 0.966667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auroc 0.984057               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auprc 0.880932               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_1 0.307692               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_3 0.564103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_5 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46         mrr 0.494402               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auroc 0.660575               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auprc 0.265321               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_1 0.909091               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24         mrr 0.954545               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auroc 0.985085               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auprc 0.886388               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auroc 0.984566               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auprc 0.914050               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_1 0.695652               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25         mrr 0.840580               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auroc 0.889818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auprc 0.567677               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_1 0.461538               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_3 0.576923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_5 0.730769               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37         mrr 0.584628               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auroc 0.702920               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auprc 0.476025               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_3 0.300000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_5 0.400000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13         mrr 0.249802               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auroc 0.454979               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auprc 0.084004               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_1 0.081411               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_3 0.095480               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_5 0.098939               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530         mrr 0.089623               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auroc 0.885090               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auprc 0.217265               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_1 0.967857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319         mrr 0.983929               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auroc 0.968765               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auprc 0.852016               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_1 0.474138               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_3 0.715517               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_5 0.780172               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282         mrr 0.616843               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auroc 0.768152               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auprc 0.365597               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_1 0.979839               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248         mrr 0.989919               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auroc 0.989799               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auprc 0.905757               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_1 0.410000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_3 0.670000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_5 0.745000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211         mrr 0.565537               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auroc 0.736118               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auprc 0.273930               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_1 0.976190               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136         mrr 0.988095               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auroc 0.977227               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auprc 0.896405               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_1 0.850340               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_3 0.993197               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_5 0.993197               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175         mrr 0.918205               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auroc 0.943178               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auprc 0.707209               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_1 0.831325               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_3 0.975904               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_5 0.987952               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101         mrr 0.899398               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auroc 0.928292               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auprc 0.698748               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_3 0.720000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_5 0.810000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125         mrr 0.631831               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auroc 0.771470               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auprc 0.397796               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_1 0.178571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_3 0.357143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_5 0.446429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71         mrr 0.335257               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auroc 0.512867               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auprc 0.117523               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_1 0.093652               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_3 0.105099               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_5 0.111342               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131         mrr 0.101010               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auroc 0.870386               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auprc 0.205526               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_1 0.957143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83         mrr 0.978571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auroc 0.948229               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auprc 0.800679               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_1 0.589286               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_3 0.732143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_5 0.839286               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71         mrr 0.688761               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auroc 0.750315               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auprc 0.418069               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_1 0.950000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60         mrr 0.975000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auroc 0.982940               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auprc 0.846011               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_3 0.673913               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_5 0.804348               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48         mrr 0.621101               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auroc 0.720158               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auprc 0.302365               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_1 0.964286               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29         mrr 0.982143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auroc 0.980960               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auprc 0.922179               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_1 0.851852               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32         mrr 0.925926               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auroc 0.951147               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auprc 0.737232               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_1 0.969697               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44         mrr 0.979798               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auroc 0.905398               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auprc 0.766586               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_1 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_3 0.857143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_5 0.904762               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30         mrr 0.765794               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auroc 0.807312               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auprc 0.449033               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_1 0.187500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_3 0.250000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_5 0.562500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21         mrr 0.322227               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auroc 0.457143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auprc 0.199209               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_1 0.075916               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_3 0.090314               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_5 0.094241               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533         mrr 0.084638               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auroc 0.891994               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auprc 0.210919               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_1 0.969072               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324         mrr 0.983963               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auroc 0.971871               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auprc 0.856190               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_1 0.411765               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_3 0.683258               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_5 0.764706               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270         mrr 0.579854               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auroc 0.769780               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auprc 0.340159               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_1 0.977186               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263         mrr 0.987959               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auroc 0.989735               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auprc 0.913337               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_1 0.341969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_3 0.637306               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_5 0.730570               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209         mrr 0.526672               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auroc 0.738901               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auprc 0.256871               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_1 0.958333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131         mrr 0.977778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auroc 0.975459               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auprc 0.870112               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_1 0.890909               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_3 0.987879               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_5 0.993939               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191         mrr 0.937576               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auroc 0.950017               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auprc 0.723389               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_1 0.726027               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_3 0.958904               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_5 0.986301               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82         mrr 0.843272               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auroc 0.928862               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auprc 0.638725               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_1 0.476190               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_3 0.657143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_5 0.761905               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132         mrr 0.608101               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auroc 0.761066               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auprc 0.388806               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_1 0.100000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_3 0.380000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_5 0.480000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63         mrr 0.306432               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auroc 0.526040               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auprc 0.116174               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_1 0.068142               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_3 0.081416               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_5 0.084956               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135         mrr 0.077239               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auroc 0.802443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auprc 0.166020               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_1 0.924242               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_3 0.984848               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75         mrr 0.955808               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auroc 0.918632               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auprc 0.834318               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_3 0.539683               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_5 0.587302               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76         mrr 0.479321               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auroc 0.674478               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auprc 0.233067               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_1 0.949153               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_3 0.983051               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59         mrr 0.967514               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auroc 0.961525               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auprc 0.931676               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_1 0.285714               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_3 0.482143               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_5 0.535714               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60         mrr 0.432094               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auroc 0.650634               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auprc 0.173484               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_1 0.939394               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35         mrr 0.969697               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auroc 0.993365               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auprc 0.941065               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_3 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_5 0.972222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45         mrr 0.860258               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auroc 0.842259               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auprc 0.636390               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_3 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_5 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10         mrr 0.687500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auroc 0.794505               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auprc 0.306355               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_3 0.566667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_5 0.633333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38         mrr 0.578213               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auroc 0.721027               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auprc 0.375287               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_1 0.190476               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_3 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_5 0.380952               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28         mrr 0.337614               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auroc 0.490092               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auprc 0.132344               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_1 0.081767               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_3 0.096036               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_5 0.100340               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529         mrr 0.089921               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auroc 0.902421               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auprc 0.219931               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_1 0.969492               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332         mrr 0.984181               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auroc 0.970738               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auprc 0.860563               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_1 0.490654               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_3 0.747664               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_5 0.836449               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265         mrr 0.640975               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auroc 0.793132               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auprc 0.396580               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_1 0.969697               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264         mrr 0.984217               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auroc 0.988356               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auprc 0.895839               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_1 0.409836               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_3 0.704918               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_5 0.808743               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197         mrr 0.582888               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auroc 0.762587               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auprc 0.285603               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_1 0.956522               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125         mrr 0.976812               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auroc 0.972695               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auprc 0.872629               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_1 0.903846               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178         mrr 0.948718               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auroc 0.965316               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auprc 0.770692               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_1 0.843750               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_3 0.989583               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116         mrr 0.910590               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auroc 0.936968               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auprc 0.725547               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_1 0.520833               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_3 0.729167               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_5 0.833333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124         mrr 0.649745               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auroc 0.778691               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auprc 0.433132               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_1 0.088889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_3 0.377778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_5 0.555556               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56         mrr 0.304130               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auroc 0.554262               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auprc 0.136869               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_1 0.075661               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_3 0.092981               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_5 0.097539               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133         mrr 0.085428               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auroc 0.876356               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auprc 0.190343               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_1 0.956522               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82         mrr 0.978261               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auroc 0.961391               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auprc 0.781977               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_1 0.473684               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_3 0.771930               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_5 0.859649               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75         mrr 0.644123               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auroc 0.777352               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auprc 0.389613               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_1 0.965517               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58         mrr 0.982759               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auroc 0.981358               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auprc 0.828759               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_1 0.369565               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_3 0.717391               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_5 0.826087               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51         mrr 0.569892               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auroc 0.719730               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auprc 0.249769               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_1 0.960000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30         mrr 0.980000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auroc 0.950218               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auprc 0.787275               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_1 0.791667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_3 0.979167               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59         mrr 0.886111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auroc 0.930539               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auprc 0.623158               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_1 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26         mrr 0.941667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auroc 0.963223               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auprc 0.823555               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_1 0.434783               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_3 0.695652               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_5 0.869565               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29         mrr 0.603727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auroc 0.697695               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auprc 0.403202               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_3 0.300000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_5 0.400000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13         mrr 0.224597               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auroc 0.502312               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auprc 0.127094               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_1 0.079586               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_3 0.091951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_5 0.097797               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531         mrr 0.087760               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auroc 0.889820               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auprc 0.213135               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_1 0.976027               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325         mrr 0.988014               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auroc 0.970705               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auprc 0.880755               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_1 0.427273               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_3 0.654545               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_5 0.772727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266         mrr 0.581164               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auroc 0.767857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auprc 0.346978               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_1 0.981132               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265         mrr 0.990566               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auroc 0.990440               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auprc 0.925152               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_1 0.357513               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_3 0.606218               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_5 0.740933               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206         mrr 0.527751               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auroc 0.745039               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auprc 0.258319               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_1 0.959350               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130         mrr 0.979675               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auroc 0.983861               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auprc 0.905321               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_1 0.909722               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_3 0.993056               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164         mrr 0.950810               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auroc 0.957476               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auprc 0.801659               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_1 0.790698               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_3 0.965116               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_5 0.988372               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100         mrr 0.878634               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auroc 0.906601               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auprc 0.634508               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_1 0.514563               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_3 0.660194               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_5 0.766990               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133         mrr 0.626309               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auroc 0.781653               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auprc 0.429961               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_1 0.142857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_3 0.321429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_5 0.553571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71         mrr 0.323518               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auroc 0.533626               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auprc 0.126218               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_1 0.631148               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_3 0.811475               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_5 0.868852               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155         mrr 0.738591               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auroc 0.828103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auprc 0.514728               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_1 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85         mrr 0.941799               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auroc 0.918813               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auprc 0.760781               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_1 0.453333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_3 0.693333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_5 0.786667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108         mrr 0.601441               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auroc 0.758373               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auprc 0.378426               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_1 0.914894               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47         mrr 0.957447               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auroc 0.981985               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auprc 0.836215               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.355932               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.610169               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.728814               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70         mrr 0.521606               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auroc 0.714042               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auprc 0.246438               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_1 0.862069               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33         mrr 0.931034               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auroc 0.956710               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auprc 0.826156               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_1 0.729730               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54         mrr 0.855856               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auroc 0.865616               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auprc 0.601213               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36         mrr 0.951389               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auroc 0.942097               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auprc 0.808328               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_1 0.411765               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_5 0.676471               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54         mrr 0.527057               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auroc 0.727231               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auprc 0.388787               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_1 0.062500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_3 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_5 0.687500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27         mrr 0.334675               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auroc 0.530134               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auprc 0.184011               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_1 0.055877               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_3 0.065969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_5 0.069146               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427         mrr 0.061908               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auroc 0.897408               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auprc 0.156312               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_1 0.976471               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271         mrr 0.988235               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auroc 0.984423               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auprc 0.922210               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_1 0.387879               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_3 0.678788               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_5 0.781818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186         mrr 0.565255               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auroc 0.771176               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auprc 0.311887               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_1 0.975104               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241         mrr 0.987552               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auroc 0.991557               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auprc 0.939023               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.331126               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.649007               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.761589               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156         mrr 0.524948               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auroc 0.746896               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auprc 0.244147               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_1 0.989583               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101         mrr 0.994792               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auroc 0.990050               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auprc 0.950240               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_1 0.897810               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_3 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_5 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146         mrr 0.944039               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auroc 0.976121               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auprc 0.812955               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_1 0.734375               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_3 0.968750               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69         mrr 0.851562               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auroc 0.936232               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auprc 0.700224               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_1 0.518987               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_3 0.721519               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_5 0.835443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92         mrr 0.652737               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auroc 0.786135               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auprc 0.472568               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_1 0.113636               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_3 0.340909               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_5 0.477273               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49         mrr 0.290404               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auroc 0.532004               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auprc 0.077190               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_1 0.708333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_3 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_5 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82         mrr 0.808828               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auroc 0.870896               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auprc 0.574985               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_1 0.930233               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51         mrr 0.965116               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auroc 0.927630               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auprc 0.720852               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_1 0.486486               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_3 0.783784               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_5 0.837838               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47         mrr 0.655017               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auroc 0.799895               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auprc 0.405707               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_1 0.942857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35         mrr 0.971429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auroc 0.974830               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auprc 0.797121               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.379310               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.724138               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.793103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31         mrr 0.577090               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auroc 0.783651               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auprc 0.326546               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_1 0.869565               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26         mrr 0.934783               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auroc 0.927906               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auprc 0.664811               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_3 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23         mrr 0.875000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auroc 0.948556               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auprc 0.755797               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21         mrr 0.863527               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auroc 0.882899               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auprc 0.521133               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_1 0.461538               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_3 0.692308               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16         mrr 0.605012               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auroc 0.710890               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auprc 0.355066               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_1 0.166667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_3 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_5 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8         mrr 0.387831               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auroc 0.642857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auprc 0.226136               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_1 0.063071               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_3 0.082158               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_5 0.087967               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155         mrr 0.074410               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auroc 0.816816               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auprc 0.145571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_1 0.873016               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85         mrr 0.933862               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auroc 0.919673               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auprc 0.764958               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_1 0.453333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_3 0.693333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_5 0.786667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108         mrr 0.602195               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auroc 0.757764               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auprc 0.373533               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_1 0.893617               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47         mrr 0.946809               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auroc 0.982554               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auprc 0.839136               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.355932               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.610169               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.728814               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70         mrr 0.522565               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auroc 0.712579               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auprc 0.236189               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_1 0.862069               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33         mrr 0.931034               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auroc 0.958544               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auprc 0.828451               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_1 0.702703               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54         mrr 0.842342               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auroc 0.864179               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auprc 0.597184               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36         mrr 0.951389               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auroc 0.939358               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auprc 0.800068               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_1 0.411765               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_5 0.676471               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54         mrr 0.528721               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auroc 0.726347               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auprc 0.385120               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_1 0.062500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_3 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_5 0.687500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27         mrr 0.334675               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auroc 0.538023               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auprc 0.188120               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_1 0.082670               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_3 0.096677               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_5 0.101620               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427         mrr 0.091202               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auroc 0.897389               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auprc 0.215727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_1 0.984314               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271         mrr 0.992157               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auroc 0.985344               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auprc 0.926903               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_1 0.387879               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_3 0.672727               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_5 0.781818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186         mrr 0.564031               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auroc 0.772408               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auprc 0.312284               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_1 0.983402               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241         mrr 0.991701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auroc 0.992163               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auprc 0.943498               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.331126               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.642384               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.761589               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156         mrr 0.523610               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auroc 0.747544               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auprc 0.244710               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auroc 0.990320               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auprc 0.949809               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_1 0.905109               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_3 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_5 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146         mrr 0.947689               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auroc 0.976307               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auprc 0.813628               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_1 0.734375               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_3 0.968750               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69         mrr 0.851562               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auroc 0.937996               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auprc 0.712427               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_1 0.518987               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_3 0.708861               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_5 0.835443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92         mrr 0.649468               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auroc 0.786443               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auprc 0.472625               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_1 0.113636               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_3 0.340909               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_5 0.477273               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49         mrr 0.291556               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auroc 0.531738               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auprc 0.077439               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_1 0.074392               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_3 0.091559               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_5 0.092990               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82         mrr 0.083980               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auroc 0.873108               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auprc 0.177019               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_1 0.953488               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51         mrr 0.976744               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auroc 0.929053               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auprc 0.729485               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_1 0.513514               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_3 0.783784               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_5 0.810811               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47         mrr 0.667629               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auroc 0.796611               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auprc 0.409760               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_1 0.942857               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35         mrr 0.971429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auroc 0.976984               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auprc 0.808564               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.379310               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.724138               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.758621               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31         mrr 0.575941               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auroc 0.778247               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auprc 0.322966               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_1 0.913043               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26         mrr 0.956522               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auroc 0.928941               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auprc 0.667512               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_3 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23         mrr 0.875000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auroc 0.945901               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auprc 0.754888               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21         mrr 0.863527               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auroc 0.884696               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auprc 0.536254               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_1 0.461538               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_3 0.692308               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16         mrr 0.605012               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auroc 0.703988               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auprc 0.351743               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_3 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_5 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8         mrr 0.465608               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auroc 0.640306               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auprc 0.287538               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_1 0.070818               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_3 0.080586               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_5 0.085470               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85         mrr 0.077434               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auroc 0.869976               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auprc 0.224227               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_1 0.960000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58         mrr 0.980000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auroc 0.928537               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auprc 0.827840               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_1 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_3 0.687500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_5 0.812500               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41         mrr 0.638078               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auroc 0.742920               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auprc 0.350683               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_1 0.954545               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44         mrr 0.977273               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auroc 0.980322               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auprc 0.920946               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_1 0.384615               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_3 0.615385               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_5 0.769231               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27         mrr 0.554558               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auroc 0.733446               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auprc 0.283636               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_1 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24         mrr 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auroc 0.951816               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auprc 0.876645               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_1 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35         mrr 0.950000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auroc 0.915403               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auprc 0.702241               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_1 0.777778               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9         mrr 0.888889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auroc 0.841270               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auprc 0.595917               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_1 0.571429               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_3 0.785714               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_5 0.928571               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20         mrr 0.720238               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auroc 0.745886               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auprc 0.415407               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_1 0.222222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_3 0.222222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_5 0.444444               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13         mrr 0.315019               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auroc 0.484103               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auprc 0.174049               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_1 0.081779               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_3 0.095834               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_5 0.099923               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485         mrr 0.089969               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auroc 0.883154               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auprc 0.212936               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_1 0.964567               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287         mrr 0.982283               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auroc 0.970274               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auprc 0.865945               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_1 0.466981               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_3 0.702830               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_5 0.778302               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259         mrr 0.606367               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auroc 0.762926               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auprc 0.357854               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_1 0.977876               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226         mrr 0.988938               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auroc 0.989781               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auprc 0.914451               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_1 0.407609               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_3 0.657609               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_5 0.744565               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198         mrr 0.557336               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auroc 0.727366               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auprc 0.255256               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_1 0.969388               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106         mrr 0.984694               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auroc 0.977933               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auprc 0.900757               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_1 0.890511               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_3 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_5 0.992701               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159         mrr 0.937551               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auroc 0.958347               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auprc 0.786274               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_1 0.804878               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_3 0.975610               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_5 0.987805               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99         mrr 0.885366               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auroc 0.922097               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auprc 0.652540               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_1 0.515464               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_3 0.701031               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_5 0.804124               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124         mrr 0.634051               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auroc 0.762514               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auprc 0.402904               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_1 0.166667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_3 0.388889               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_5 0.500000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66         mrr 0.336310               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auroc 0.531371               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auprc 0.122564               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_1 0.079951               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_3 0.093481               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_5 0.097171               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94         mrr 0.088502               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auroc 0.912974               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auprc 0.240559               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_1 0.947368               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62         mrr 0.973684               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auroc 0.984462               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auprc 0.835690               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_1 0.454545               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_3 0.696970               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_5 0.787879               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41         mrr 0.619762               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auroc 0.790735               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auprc 0.469924               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_1 0.943396               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53         mrr 0.971698               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auroc 0.986499               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auprc 0.834046               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_1 0.379310               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_3 0.655172               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_5 0.758621               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32         mrr 0.567315               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auroc 0.749310               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auprc 0.360875               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_1 0.966667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30         mrr 0.983333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auroc 0.994140               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auprc 0.864111               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_1 0.800000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_3 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29         mrr 0.900000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auroc 0.944785               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auprc 0.737007               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_1 0.866667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_3 0.933333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_5 1.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18         mrr 0.916667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auroc 0.965762               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auprc 0.886851               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_1 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_3 0.533333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_5 0.600000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18         mrr 0.493476               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auroc 0.756039               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auprc 0.477723               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_1 0.000000               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_3 0.333333               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_5 0.666667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5         mrr 0.266667               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auroc 0.622222               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auprc 0.188581               l2         0.1  False             logistic_e2g_activity_contact_c01         0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..470e8284373821a59df67cc7471866b8e3cfa2b3
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07451923076923077,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.08774038461538461,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09014423076923077,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08202975564382298,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8767202153043672,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.1982681979091158,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9433962264150944,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9716981132075472,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.950961118392311,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.7688833708606687,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.4864864864864865,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7297297297297297,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.7837837837837838,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6283447755583979,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auroc,0.7531739130434782,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auprc,0.37547045427811354,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_1,0.9565217391304348,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.9782608695652174,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auroc,0.9804599145513948,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auprc,0.8052658707153751,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_1,0.4,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_3,0.6666666666666666,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_5,0.7333333333333333,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,mrr,0.5582918898553573,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auroc,0.7087633087633087,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auprc,0.24606297429160273,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_1,0.9230769230769231,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,mrr,0.9615384615384616,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,auroc,0.9864982038895083,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_0_10kb,26,326,27,auprc,0.8358868918945407,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_1,0.8846153846153846,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,mrr,0.9358974358974359,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,auroc,0.9156783681214421,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_10_50kb,26,282,34,auprc,0.6611840590171306,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_1,0.7368421052631579,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,mrr,0.850877192982456,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,auroc,0.9049479166666666,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_50_100kb,19,120,24,auprc,0.6973810141373376,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_1,0.3333333333333333,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_3,0.4666666666666667,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_5,0.6,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,mrr,0.4693615574884925,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,auroc,0.5979867209252516,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_100_500kb,15,226,23,auprc,0.2229346544618409,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_1,0.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_3,0.3333333333333333,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_5,0.3333333333333333,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,mrr,0.23611111111111113,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,auroc,0.41875,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,test,distance_500kb_1mb,3,86,6,auprc,0.13958185246330787,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_1,0.07514153371075656,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_3,0.0905815748841997,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_5,0.09341224909933094,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,mrr,0.08415672431302476,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,auroc,0.8921697311379511,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,all_labeled,3886,28048,458,auprc,0.20725580254971432,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_1,0.951417004048583,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,mrr,0.975033738191633,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,auroc,0.968575002099691,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest,247,1858,279,auprc,0.8593282934886115,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_1,0.42408376963350786,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_3,0.6910994764397905,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_5,0.7486910994764397,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,mrr,0.5848151693564445,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,auroc,0.7712422376196223,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,auprc,0.3593974109348998,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_1,0.9590909090909091,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_activity_contact_c01,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_c003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_c003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..916fd35170a45a7b945033e0f55271be1fba3da3
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_c003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07211538461538461,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.08774038461538461,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09014423076923077,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08074997690540453,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8864467149436768,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.23121446517975094,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
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+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9811320754716981,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9698558322411533,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8596703062351845,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.43243243243243246,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7297297297297297,l2,0.03,False,,logistic_e2g_molecular_c003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f37530bc0d9c41b53689aa24565917f4389082de
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
+random,test,832,6103,96,recall_at_1,0.0733173076923077,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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+enhancer_cluster_holdout,train,3913,28117,485,recall_at_5,0.09915665729619218,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,mrr,0.08949231052743081,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,auroc,0.8766251887845558,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,auprc,0.20285478995435352,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_1,0.07872078720787208,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_3,0.09348093480934809,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_5,0.0971709717097171,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,mrr,0.08749731544934496,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,auroc,0.9120896038747621,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,auprc,0.24450503927746475,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1756141629606618a31eeff4d19c797666b3ca0
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_molecular_fixed_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.0733173076923077,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.08774038461538461,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09014423076923077,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08119449766242529,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8850819876810387,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.22748194758463583,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9622641509433962,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9811320754716981,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.968435998252512,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8563956596688963,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.4594594594594595,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7297297297297297,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.7837837837837838,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6095627582469687,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auroc,0.7612608695652174,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auprc,0.39459089405661296,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_1,0.9565217391304348,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.9782608695652174,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auroc,0.9893189243528525,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auprc,0.8880947772037178,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_1,0.3333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_3,0.6666666666666666,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_5,0.7333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,mrr,0.5184607351712615,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auroc,0.716953316953317,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auprc,0.2407990634338001,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_1,0.9230769230769231,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,mrr,0.9615384615384616,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,auroc,0.9909575126966431,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_0_10kb,26,326,27,auprc,0.8739380280703029,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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+random,test,distance_10_50kb,26,282,34,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_10_50kb,26,282,34,mrr,0.9358974358974359,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_10_50kb,26,282,34,auroc,0.9348908918406073,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_10_50kb,26,282,34,auprc,0.7525425507330433,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_1,0.7368421052631579,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_3,0.9473684210526315,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,mrr,0.8350877192982457,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,auroc,0.9010416666666666,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_50_100kb,19,120,24,auprc,0.6734797569762966,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_1,0.3333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_3,0.5333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_5,0.6,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,mrr,0.47715956558061823,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,auroc,0.6138359391732705,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_100_500kb,15,226,23,auprc,0.26245172707167386,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_1,0.3333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_3,0.3333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,recall_at_5,0.3333333333333333,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,mrr,0.3988095238095238,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,auroc,0.40208333333333335,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,test,distance_500kb_1mb,3,86,6,auprc,0.2200130539648323,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_1,0.0761708697889861,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_3,0.09006690684508492,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,recall_at_5,0.09444158517756047,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,mrr,0.0845276921992336,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,auroc,0.8855080079327521,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,all_labeled,3886,28048,458,auprc,0.19890076913799043,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_1,0.979757085020243,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,mrr,0.9898785425101214,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,auroc,0.9690743880819266,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest,247,1858,279,auprc,0.8855234118884966,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_1,0.418848167539267,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_3,0.680628272251309,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,recall_at_5,0.7696335078534031,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,mrr,0.5784011093519466,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,auroc,0.7565611141881458,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest,191,2529,238,auprc,0.3447572720916595,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_1,0.9818181818181818,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,mrr,0.990909090909091,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,auroc,0.9911047789068937,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_nearest_only,220,1544,220,auprc,0.9326517381418574,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,recall_at_1,0.32926829268292684,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,recall_at_3,0.6280487804878049,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,recall_at_5,0.7317073170731707,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,mrr,0.5120403163794012,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,auroc,0.7211533184796567,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,positive_target_non_nearest_only,164,2215,179,auprc,0.2236603027914552,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,distance_0_10kb,95,966,105,recall_at_1,0.9894736842105263,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,distance_0_10kb,95,966,105,recall_at_3,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,distance_0_10kb,95,966,105,recall_at_5,1.0,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
+random,train,distance_0_10kb,95,966,105,mrr,0.9947368421052631,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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+random,train,distance_0_10kb,95,966,105,auprc,0.8945029786169385,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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+random,train,distance_10_50kb,140,1194,162,recall_at_3,0.9928571428571429,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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+random,train,distance_10_50kb,140,1194,162,mrr,0.9369047619047618,l2,0.1,False,,logistic_e2g_molecular_fixed,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5179fb5c3bd6289bac2b1a9ebc2ef72a875892b2
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f9578d83940d579d4504b0b12e34acc78d52fb2
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_k562_expr_molecular_c001_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90169f4bd5f95a985ea8b24c1a6068fb30b3713e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_slice_metrics.csv
@@ -0,0 +1,955 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07091346153846154,logistic_distance_abc_lifted_ccre,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09014423076923077,logistic_distance_abc_lifted_ccre,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09495192307692307,logistic_distance_abc_lifted_ccre,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..10818f0510ddbd339bb602653e40caa5471f67aa
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c001_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b99dd41a4057ed694d0a06ae9071029c41689a0a
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee7b2d822b1e24103af5b06ff0d0fa4e1cd5a4f3
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c00003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c00003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86fa4df1d08ea72f754e1418b560a2ddc2d353fc
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c00003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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+random,test,all_labeled,832,6103,96,recall_at_3,0.09134615384615384,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09254807692307693,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08386158112720613,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8826334554131291,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.2870919366824205,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
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+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9745158002038736,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
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+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.4864864864864865,l2,0.0003,False,,high_confidence,13254,208,logistic_re2g_extended_highconf_c00003,0.1.0
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+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,auroc,0.9905447421099706,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,auprc,0.9008398181937904,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_1,0.27586206896551724,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_3,0.6206896551724138,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_5,0.6551724137931034,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,mrr,0.48482274430550293,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,auroc,0.6638406940063092,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,auprc,0.25391581438184085,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_1,0.9666666666666667,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_3,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_5,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,mrr,0.9833333333333333,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,auroc,0.9949087415946205,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,auprc,0.9038664685086322,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_1,0.72,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_3,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_5,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,mrr,0.8533333333333333,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,auroc,0.9390734080812354,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,auprc,0.6547229371857145,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_1,0.8666666666666667,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_3,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_5,1.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,mrr,0.9333333333333333,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,auroc,0.9709302325581395,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,auprc,0.9089900147267298,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_1,0.4,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_3,0.4666666666666667,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_5,0.5333333333333333,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,mrr,0.4954721204721204,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,auroc,0.6873706004140787,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,auprc,0.3808404231727555,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_1,0.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_3,0.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_5,0.0,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,mrr,0.09814814814814814,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,auroc,0.2722222222222222,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,auprc,0.09707841594544978,l2,0.0003,False,,high_confidence,13377,224,logistic_re2g_extended_highconf_c00003,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c0001.log b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c0001.log
new file mode 100644
index 0000000000000000000000000000000000000000..87bc857ac63c5c5acd6152fc805e608fe887d233
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c0001.log
@@ -0,0 +1,1648 @@
+            split_family split  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                             model_name model_version
+                  random  test        832     6103          96 recall_at_1 0.075721               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test        832     6103          96 recall_at_3 0.091346               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test        832     6103          96 recall_at_5 0.091346               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test        832     6103          96         mrr 0.083557               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test        832     6103          96       auroc 0.863978               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test        832     6103          96       auprc 0.266192               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_1 0.076428               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_3 0.088266               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_5 0.092383               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458         mrr 0.084034               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458       auroc 0.845142               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train       3886    28048         458       auprc 0.236227               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_1 0.095526               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_3 0.114873               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_5 0.117291               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110         mrr 0.105700               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110       auroc 0.892024               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val        827     6171         110       auprc 0.251985               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_1 0.039216               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_3 0.068627               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_5 0.068627               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7         mrr 0.053922               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7       auroc 0.910664               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test        102      362           7       auprc 0.175643               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_1 0.079175               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_3 0.092275               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_5 0.095743               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618         mrr 0.087090               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618       auroc 0.854832               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train       5191    36929         618       auprc 0.239446               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_1 0.083333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_3 0.107143               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_5 0.111111               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39         mrr 0.097045               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39       auroc 0.826135               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val        252     3031          39       auprc 0.294448               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_1 0.080139               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_3 0.096690               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_5 0.100174               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131         mrr 0.089613               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auroc 0.884059               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auprc 0.309188               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_1 0.079145               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_3 0.091426               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_5 0.094837               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533         mrr 0.086745               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auroc 0.850421               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auprc 0.230042               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_1 0.076096               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_3 0.082713               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_5 0.083540               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134         mrr 0.081047               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auroc 0.817934               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auprc 0.216615               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_1 0.079566               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_3 0.095480               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_5 0.099400               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530         mrr 0.088846               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auroc 0.865089               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auprc 0.262979               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_1 0.089490               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_3 0.108221               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_5 0.113424               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131         mrr 0.099755               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131       auroc 0.873268               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131       auprc 0.258480               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_1 0.075480               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_3 0.089223               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_5 0.092277               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533         mrr 0.083809               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auroc 0.845344               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auprc 0.233338               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_1 0.071681               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_3 0.083186               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_5 0.089381               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135         mrr 0.080216               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auroc 0.797422               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auprc 0.215733               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_1 0.080861               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_3 0.094451               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_5 0.097622               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529         mrr 0.088830               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auroc 0.869711               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auprc 0.254247               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_1 0.077484               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_3 0.093892               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_5 0.097539               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133         mrr 0.086474               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auroc 0.882983               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auprc 0.238620               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_1 0.078687               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_3 0.092401               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_5 0.095549               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531         mrr 0.086978               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auroc 0.849779               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auprc 0.245472               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_1 0.663934               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_3 0.827869               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_5 0.860656               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155         mrr 0.762454               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155       auroc 0.806033               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test        122     1433         155       auprc 0.555696               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_1 0.056438               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_3 0.065408               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_5 0.067651               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427         mrr 0.061768               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427       auroc 0.856102               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train       5351    38108         427       auprc 0.190493               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_1 0.708333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_3 0.847222               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_5 0.888889               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82         mrr 0.798076               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82       auroc 0.889058               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val         72      781          82       auprc 0.660906               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_1 0.067220               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_3 0.083817               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_5 0.087137               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155         mrr 0.077181               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auroc 0.807574               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auprc 0.196673               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_1 0.083768               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_3 0.096127               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_5 0.099698               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427         mrr 0.091188               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auroc 0.855208               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auprc 0.243728               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_1 0.072961               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_3 0.087268               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_5 0.091559               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82         mrr 0.082204               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auroc 0.889933               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auprc 0.288159               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_1 0.073260               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_3 0.080586               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_5 0.080586               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85         mrr 0.077952               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auroc 0.858135               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auprc 0.242862               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_1 0.081268               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_3 0.095323               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_5 0.099668               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485         mrr 0.089678               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auroc 0.854545               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auprc 0.243243               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_1 0.078721               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_3 0.093481               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_5 0.093481               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94         mrr 0.086878               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auroc 0.864062               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auprc 0.304738               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+
+Slice metrics:
+            split_family split                            slice  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                             model_name model_version
+                  random  test                      all_labeled        832     6103          96 recall_at_1 0.075721               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_3 0.091346               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_5 0.091346               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96         mrr 0.083557               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96       auroc 0.863978               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96       auprc 0.266192               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_1 0.981132               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63         mrr 0.990566               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auroc 0.959953               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auprc 0.873316               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_1 0.486486               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_3 0.810811               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_5 0.810811               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50         mrr 0.649174               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auroc 0.768087               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auprc 0.436881               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_1 0.978261               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46         mrr 0.989130               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auroc 0.993277               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auprc 0.908881               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_1 0.366667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_3 0.766667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_5 0.766667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33         mrr 0.567314               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auroc 0.725717               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auprc 0.283420               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_1 0.923077               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27         mrr 0.961538               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auroc 0.994426               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auprc 0.922795               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_1 0.884615               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34         mrr 0.942308               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auroc 0.925166               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auprc 0.767855               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_1 0.842105               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24         mrr 0.903509               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auroc 0.943576               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auprc 0.793309               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_3 0.666667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_5 0.666667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23         mrr 0.510964               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auroc 0.675305               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auprc 0.302932               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_5 0.333333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6         mrr 0.396104               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auroc 0.406250               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auprc 0.219543               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_1 0.076428               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_3 0.088266               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_5 0.092383               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458         mrr 0.084034               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458       auroc 0.845142               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458       auprc 0.236227               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_1 0.975709               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279         mrr 0.987854               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auroc 0.966130               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auprc 0.905171               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_1 0.424084               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_3 0.643979               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_5 0.727749               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238         mrr 0.568352               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auroc 0.727296               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auprc 0.392967               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_1 0.981818               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220         mrr 0.990909               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auroc 0.993014               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auprc 0.951217               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_1 0.341463               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_3 0.585366               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_5 0.682927               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179         mrr 0.503385               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auroc 0.683677               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auprc 0.272256               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_1 0.978947               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105         mrr 0.989474               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auroc 0.965522               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auprc 0.926086               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_1 0.892857               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_3 0.985714               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_5 0.992857               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162         mrr 0.939881               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auroc 0.953040               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auprc 0.829892               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_1 0.800000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_3 0.983333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_5 0.983333               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74         mrr 0.888492               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74       auroc 0.943561               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74       auprc 0.731312               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_1 0.515789               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_3 0.663158               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_5 0.747368               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121         mrr 0.626043               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auroc 0.738201               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auprc 0.430528               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_1 0.098039               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_3 0.313725               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_5 0.450980               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65         mrr 0.266912               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auroc 0.490755               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auprc 0.135666               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_1 0.095526               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_3 0.114873               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_5 0.117291               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110         mrr 0.105700               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110       auroc 0.892024               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110       auprc 0.251985               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65         mrr 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auroc 0.992727               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auprc 0.968188               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_1 0.448980               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_3 0.775510               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_5 0.816327               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53         mrr 0.620685               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auroc 0.784114               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auprc 0.355732               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57         mrr 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auroc 0.995521               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auprc 0.979555               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_1 0.400000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_3 0.755556               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_5 0.800000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45         mrr 0.586968               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auroc 0.758095               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auprc 0.287594               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28         mrr 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auroc 0.997350               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auprc 0.978123               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_1 0.807692               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27         mrr 0.897436               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auroc 0.955921               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auprc 0.730656               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_1 0.851852               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_3 0.962963               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28         mrr 0.908642               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auroc 0.925651               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auprc 0.643667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_3 0.812500               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_5 0.812500               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18         mrr 0.657986               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auroc 0.837398               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auprc 0.571023               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_1 0.166667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_3 0.416667               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_5 0.500000               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13         mrr 0.334925               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auroc 0.567380               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auprc 0.140278               l2       0.001  False              very_high_confidence         6510              73 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_1 0.039216               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_3 0.068627               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_5 0.068627               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7         mrr 0.053922               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auroc 0.910664               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auprc 0.175643               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4         mrr 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auroc 0.983333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auprc 0.950000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_1 0.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3         mrr 0.500000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auroc 0.625000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auprc 0.383333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4         mrr 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auroc 0.983333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auprc 0.950000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_1 0.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3         mrr 0.500000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auroc 0.625000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auprc 0.383333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1         mrr 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auroc 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auprc 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2         mrr 0.750000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auroc 0.666667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auprc 0.750000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2         mrr 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auroc 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auprc 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_1 0.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2         mrr 0.500000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auroc 0.666667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auprc 0.416667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_1 0.079175               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_3 0.092275               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_5 0.095743               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618         mrr 0.087090               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auroc 0.854832               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auprc 0.239446               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_1 0.967552               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382         mrr 0.983284               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auroc 0.971397               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auprc 0.909834               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_1 0.453125               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_3 0.683594               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_5 0.753906               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314         mrr 0.596679               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auroc 0.740596               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auprc 0.395388               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_1 0.970395               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304         mrr 0.984649               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auroc 0.992202               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auprc 0.946994               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_1 0.375566               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_3 0.633484               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_5 0.714932               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236         mrr 0.537329               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auroc 0.697496               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auprc 0.278728               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_1 0.963768               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147         mrr 0.980676               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auroc 0.983371               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auprc 0.932497               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_1 0.869318               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_3 0.988636               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_5 0.994318               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204         mrr 0.928504               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auroc 0.950406               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auprc 0.822329               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_1 0.831683               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_3 0.980198               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_5 0.990099               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121         mrr 0.900495               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auroc 0.935188               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auprc 0.712868               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_1 0.516667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_3 0.658333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_5 0.741667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154         mrr 0.625739               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auroc 0.733164               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auprc 0.414059               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_1 0.118644               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_3 0.372881               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_5 0.474576               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75         mrr 0.297644               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auroc 0.503371               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auprc 0.137122               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_1 0.083333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_3 0.107143               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_5 0.111111               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39         mrr 0.097045               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auroc 0.826135               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auprc 0.294448               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_1 0.888889               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21         mrr 0.944444               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auroc 0.918336               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auprc 0.758794               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_1 0.444444               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_3 0.666667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_5 0.722222               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24         mrr 0.580853               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auroc 0.714344               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auprc 0.346459               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_1 0.866667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15         mrr 0.933333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auroc 0.985441               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auprc 0.841405               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_3 0.600000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_5 0.666667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18         mrr 0.497024               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auroc 0.705031               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auprc 0.261454               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12         mrr 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auroc 0.866402               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auprc 0.755137               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_1 0.714286               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17         mrr 0.845238               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auroc 0.951436               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auprc 0.627588               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_1 0.666667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3         mrr 0.833333               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auroc 0.982906               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auprc 0.866667               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_3 0.750000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_5 0.750000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6         mrr 0.625000               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auroc 0.623188               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auprc 0.351960               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_1 0.142857               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_3 0.142857               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_5 0.285714               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9         mrr 0.255527               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auroc 0.467991               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auprc 0.166138               l2       0.001  False              very_high_confidence         8593              93 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_1 0.080139               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_3 0.096690               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_5 0.100174               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131         mrr 0.089613               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auroc 0.884059               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auprc 0.309188               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_1 0.973333               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79         mrr 0.986667               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auroc 0.980134               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auprc 0.952332               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_1 0.410714               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_3 0.714286               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_5 0.785714               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60         mrr 0.587076               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auroc 0.764560               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auprc 0.353278               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_1 0.971831               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71         mrr 0.985915               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auroc 0.994331               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auprc 0.970506               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_1 0.365385               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_3 0.692308               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_5 0.769231               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52         mrr 0.555313               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auroc 0.748061               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auprc 0.305090               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_1 0.950000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42         mrr 0.975000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auroc 0.972612               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auprc 0.910183               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_1 0.805556               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_3 0.972222               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39         mrr 0.895833               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auroc 0.960298               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auprc 0.778430               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_1 0.700000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21         mrr 0.825000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auroc 0.941763               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auprc 0.653650               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_1 0.538462               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_3 0.653846               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_5 0.730769               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28         mrr 0.638889               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auroc 0.731003               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auprc 0.384043               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_1 0.111111               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_5 0.444444               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9         mrr 0.279461               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auroc 0.483974               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auprc 0.134997               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_1 0.079145               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_3 0.091426               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_5 0.094837               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533         mrr 0.086745               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auroc 0.850421               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auprc 0.230042               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_1 0.975524               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328         mrr 0.987762               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auroc 0.967193               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auprc 0.877927               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_1 0.457014               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_3 0.678733               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_5 0.746606               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281         mrr 0.596907               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auroc 0.734241               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auprc 0.398401               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_1 0.980159               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252         mrr 0.990079               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auroc 0.991472               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auprc 0.922053               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_1 0.368984               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_3 0.620321               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_5 0.700535               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205         mrr 0.528965               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auroc 0.686589               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auprc 0.269053               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_1 0.990741               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118         mrr 0.995370               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auroc 0.978748               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auprc 0.930650               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_1 0.884615               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_3 0.993590               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184         mrr 0.937179               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auroc 0.947262               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auprc 0.793349               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_1 0.848837               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_3 0.976744               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_5 0.988372               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105         mrr 0.912901               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auroc 0.935284               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auprc 0.715985               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_1 0.490000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_3 0.680000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_5 0.750000               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134         mrr 0.617618               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auroc 0.734476               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auprc 0.417354               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_1 0.140351               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_5 0.438596               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75         mrr 0.295819               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auroc 0.493552               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auprc 0.144338               l2       0.001  False              very_high_confidence         7219              77 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_1 0.076096               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_3 0.082713               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_5 0.083540               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134         mrr 0.081047               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auroc 0.817934               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auprc 0.216615               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_1 0.975309               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88         mrr 0.987654               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auroc 0.982111               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auprc 0.940148               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_1 0.422222               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_3 0.555556               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_5 0.577778               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59         mrr 0.533012               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auroc 0.645254               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auprc 0.396287               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_1 0.973333               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75         mrr 0.986667               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auroc 0.992652               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auprc 0.956714               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_3 0.487179               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_5 0.512821               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46         mrr 0.461167               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auroc 0.573239               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auprc 0.257496               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_1 0.954545               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24         mrr 0.977273               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auroc 0.996212               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auprc 0.976774               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_1 0.955556               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48         mrr 0.977778               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auroc 0.970716               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auprc 0.914558               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_1 0.913043               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25         mrr 0.956522               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auroc 0.971273               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auprc 0.805715               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_1 0.461538               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_3 0.538462               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_5 0.576923               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37         mrr 0.551014               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auroc 0.664821               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auprc 0.483586               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_1 0.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_3 0.100000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_5 0.100000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13         mrr 0.125007               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auroc 0.288014               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auprc 0.064952               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_1 0.079566               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_3 0.095480               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_5 0.099400               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530         mrr 0.088846               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auroc 0.865089               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auprc 0.262979               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_1 0.964286               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319         mrr 0.982143               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auroc 0.965047               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auprc 0.884921               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_1 0.452586               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_3 0.715517               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_5 0.788793               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282         mrr 0.608780               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auroc 0.764101               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auprc 0.398144               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_1 0.967742               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248         mrr 0.983871               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auroc 0.992005               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auprc 0.929794               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_1 0.375000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_3 0.670000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_5 0.755000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211         mrr 0.551184               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auroc 0.732832               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auprc 0.292651               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_1 0.968254               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136         mrr 0.984127               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auroc 0.971407               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auprc 0.909421               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_1 0.836735               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_3 0.986395               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_5 0.993197               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175         mrr 0.912132               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auroc 0.943826               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auprc 0.768448               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_1 0.807229               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_3 0.975904               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_5 0.987952               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101         mrr 0.885944               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auroc 0.933907               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auprc 0.700905               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_3 0.730000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_5 0.800000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125         mrr 0.638162               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auroc 0.756870               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auprc 0.401698               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_1 0.160714               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_3 0.357143               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_5 0.500000               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71         mrr 0.323881               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auroc 0.529250               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auprc 0.157260               l2       0.001  False              very_high_confidence         7469              80 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_1 0.089490               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_3 0.108221               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_5 0.113424               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131         mrr 0.099755               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auroc 0.873268               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auprc 0.258480               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_1 0.971429               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83         mrr 0.985714               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auroc 0.961374               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auprc 0.843867               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_3 0.785714               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_5 0.875000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71         mrr 0.658289               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auroc 0.771429               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auprc 0.443163               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_1 0.966667               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60         mrr 0.983333               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auroc 0.990527               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auprc 0.892167               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_1 0.391304               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_3 0.739130               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_5 0.847826               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48         mrr 0.584004               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auroc 0.740991               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auprc 0.314291               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29         mrr 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auroc 0.980326               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auprc 0.922905               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_1 0.851852               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32         mrr 0.919753               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auroc 0.970332               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auprc 0.805956               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_1 0.878788               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44         mrr 0.934343               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auroc 0.906392               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auprc 0.734904               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_1 0.571429               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_3 0.809524               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_5 0.904762               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30         mrr 0.719093               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auroc 0.790753               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auprc 0.470006               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_1 0.187500               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_3 0.500000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_5 0.687500               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21         mrr 0.381036               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auroc 0.522153               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auprc 0.189103               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_1 0.075480               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_3 0.089223               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_5 0.092277               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533         mrr 0.083809               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auroc 0.845344               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auprc 0.233338               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_1 0.972509               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324         mrr 0.986254               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auroc 0.965999               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auprc 0.898395               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_1 0.402715               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_3 0.660633               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_5 0.723982               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270         mrr 0.561905               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auroc 0.714744               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auprc 0.345808               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_1 0.977186               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263         mrr 0.988593               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auroc 0.989843               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auprc 0.939403               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_1 0.326425               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_3 0.611399               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_5 0.683938               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209         mrr 0.503529               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auroc 0.672556               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auprc 0.245841               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_1 0.950000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131         mrr 0.975000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auroc 0.971454               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auprc 0.898273               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_1 0.866667               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_3 0.987879               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191         mrr 0.927273               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auroc 0.944343               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auprc 0.777702               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_1 0.780822               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_3 0.972603               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_5 0.986301               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82         mrr 0.873973               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auroc 0.945047               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auprc 0.664107               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_1 0.466667               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_3 0.638095               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_5 0.714286               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132         mrr 0.590418               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auroc 0.701412               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auprc 0.367765               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_1 0.100000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_3 0.300000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_5 0.360000               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63         mrr 0.256409               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auroc 0.427916               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auprc 0.120151               l2       0.001  False              very_high_confidence         8007              79 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_1 0.071681               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_3 0.083186               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_5 0.089381               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135         mrr 0.080216               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auroc 0.797422               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auprc 0.215733               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_1 0.969697               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75         mrr 0.984848               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auroc 0.948139               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auprc 0.889446               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_1 0.349206               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_3 0.555556               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_5 0.666667               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76         mrr 0.502287               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auroc 0.686808               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auprc 0.271321               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59         mrr 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auroc 0.992076               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auprc 0.972121               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_1 0.303571               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_3 0.500000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_5 0.625000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60         mrr 0.457930               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auroc 0.658200               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auprc 0.208433               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_1 0.969697               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35         mrr 0.984848               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auroc 0.995160               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auprc 0.954812               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_1 0.861111               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_3 0.972222               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45         mrr 0.922222               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auroc 0.906084               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auprc 0.768379               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_3 0.800000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_5 0.900000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10         mrr 0.684286               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auroc 0.836264               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auprc 0.378621               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_1 0.533333               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_3 0.633333               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_5 0.700000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38         mrr 0.616801               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auroc 0.729129               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auprc 0.345370               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_1 0.095238               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_5 0.476190               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28         mrr 0.282405               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auroc 0.510484               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auprc 0.166677               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_1 0.080861               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_3 0.094451               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_5 0.097622               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529         mrr 0.088830               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auroc 0.869711               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auprc 0.254247               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_1 0.976271               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332         mrr 0.988136               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auroc 0.971677               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auprc 0.895863               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_1 0.467290               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_3 0.714953               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_5 0.780374               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265         mrr 0.615350               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auroc 0.751154               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auprc 0.413424               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_1 0.973485               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264         mrr 0.986742               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auroc 0.990956               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auprc 0.929077               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_1 0.377049               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_3 0.666667               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_5 0.743169               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197         mrr 0.550191               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auroc 0.707452               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auprc 0.286896               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_1 0.973913               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125         mrr 0.986957               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auroc 0.970399               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auprc 0.912166               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_1 0.865385               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_3 0.993590               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178         mrr 0.927885               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auroc 0.963782               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auprc 0.806823               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_1 0.864583               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116         mrr 0.925347               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auroc 0.949922               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auprc 0.758689               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_1 0.479167               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_3 0.677083               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_5 0.760417               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124         mrr 0.614703               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auroc 0.725012               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auprc 0.408606               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_1 0.155556               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_3 0.311111               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_5 0.422222               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56         mrr 0.292911               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auroc 0.461908               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auprc 0.134936               l2       0.001  False              very_high_confidence         7202              88 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_1 0.077484               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_3 0.093892               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_5 0.097539               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133         mrr 0.086474               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auroc 0.882983               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auprc 0.238620               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_1 0.956522               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82         mrr 0.978261               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auroc 0.957732               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auprc 0.840191               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_1 0.526316               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_3 0.789474               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_5 0.859649               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75         mrr 0.673026               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auroc 0.790069               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auprc 0.477841               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_1 0.948276               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58         mrr 0.974138               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auroc 0.979909               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auprc 0.876319               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_1 0.413043               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_3 0.739130               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_5 0.826087               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51         mrr 0.594837               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auroc 0.742161               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auprc 0.330411               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30         mrr 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auroc 0.933770               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auprc 0.847121               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_1 0.812500               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59         mrr 0.899306               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auroc 0.944773               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auprc 0.741078               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_1 0.900000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26         mrr 0.941667               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auroc 0.974172               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auprc 0.855000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_1 0.434783               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_3 0.739130               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_5 0.869565               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29         mrr 0.616356               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auroc 0.700197               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auprc 0.335611               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_1 0.100000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_3 0.300000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_5 0.400000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13         mrr 0.268631               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auroc 0.453972               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auprc 0.156943               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_1 0.078687               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_3 0.092401               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_5 0.095549               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531         mrr 0.086978               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auroc 0.849779               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auprc 0.245472               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_1 0.958904               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325         mrr 0.978881               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auroc 0.966474               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auprc 0.892498               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_1 0.431818               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_3 0.663636               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_5 0.727273               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266         mrr 0.577485               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auroc 0.728066               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auprc 0.375118               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_1 0.962264               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265         mrr 0.980503               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auroc 0.988719               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auprc 0.930960               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_1 0.362694               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_3 0.616580               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_5 0.689119               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206         mrr 0.523558               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auroc 0.691305               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auprc 0.278656               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_1 0.959350               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130         mrr 0.978320               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auroc 0.983994               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auprc 0.929305               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_1 0.875000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_3 0.986111               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_5 0.993056               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164         mrr 0.932292               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auroc 0.949511               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auprc 0.804422               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_1 0.813953               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_3 0.976744               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_5 0.988372               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100         mrr 0.891214               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auroc 0.925521               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auprc 0.673639               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_1 0.504854               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_3 0.660194               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_5 0.718447               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133         mrr 0.617089               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auroc 0.734856               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auprc 0.421866               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_1 0.125000               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_3 0.357143               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_5 0.464286               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71         mrr 0.295293               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auroc 0.504838               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auprc 0.136776               l2       0.001  False              very_high_confidence         7631              76 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_1 0.663934               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_3 0.827869               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_5 0.860656               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155         mrr 0.762454               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auroc 0.806033               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auprc 0.555696               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_1 0.920635               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85         mrr 0.960317               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auroc 0.920409               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auprc 0.772156               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_1 0.493333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_3 0.720000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_5 0.773333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108         mrr 0.633591               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auroc 0.730488               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auprc 0.415921               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_1 0.936170               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47         mrr 0.968085               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auroc 0.986282               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auprc 0.844765               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.389831               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.644068               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.711864               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70         mrr 0.551175               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auroc 0.672587               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auprc 0.282079               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_1 0.896552               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33         mrr 0.948276               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auroc 0.958618               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auprc 0.811170               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_1 0.756757               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54         mrr 0.878378               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auroc 0.887452               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auprc 0.655640               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36         mrr 0.951389               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auroc 0.912167               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auprc 0.849202               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_1 0.441176               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_3 0.588235               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_5 0.647059               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54         mrr 0.555844               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auroc 0.686574               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auprc 0.386628               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_1 0.312500               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_3 0.562500               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_5 0.687500               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27         mrr 0.486706               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auroc 0.534298               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auprc 0.257061               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_1 0.056438               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_3 0.065408               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_5 0.067651               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427         mrr 0.061768               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auroc 0.856102               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auprc 0.190493               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_1 0.972549               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271         mrr 0.985621               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auroc 0.976920               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auprc 0.924220               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_1 0.406061               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_3 0.660606               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_5 0.733333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186         mrr 0.561743               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auroc 0.710122               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auprc 0.328394               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_1 0.975104               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241         mrr 0.986860               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auroc 0.990417               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auprc 0.947867               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.357616               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.629139               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.708609               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156         mrr 0.524421               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auroc 0.683545               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auprc 0.260114               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_1 0.979167               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101         mrr 0.987847               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auroc 0.982038               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auprc 0.946542               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_1 0.905109               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_3 0.970803               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_5 0.992701               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146         mrr 0.943431               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auroc 0.967953               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auprc 0.860752               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_1 0.812500               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_3 0.984375               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69         mrr 0.893750               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auroc 0.937576               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auprc 0.691672               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_1 0.506329               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_3 0.734177               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_5 0.772152               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92         mrr 0.645282               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auroc 0.731359               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auprc 0.440799               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_1 0.045455               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_3 0.272727               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_5 0.386364               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49         mrr 0.212987               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auroc 0.408874               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auprc 0.062730               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_1 0.708333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_3 0.847222               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_5 0.888889               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82         mrr 0.798076               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auroc 0.889058               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auprc 0.660906               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_1 0.976744               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51         mrr 0.988372               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auroc 0.961341               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auprc 0.870717               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_1 0.459459               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_3 0.702703               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_5 0.783784               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47         mrr 0.620580               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auroc 0.817316               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auprc 0.491582               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_1 0.971429               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35         mrr 0.985714               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auroc 0.991156               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auprc 0.938527               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.310345               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.620690               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.724138               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31         mrr 0.515912               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auroc 0.779767               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auprc 0.308415               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_1 0.956522               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26         mrr 0.978261               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auroc 0.949983               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auprc 0.882078               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23         mrr 0.879630               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auroc 0.946233               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auprc 0.770125               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_1 0.722222               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21         mrr 0.837607               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auroc 0.954477               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auprc 0.624819               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_1 0.384615               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_3 0.538462               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16         mrr 0.534615               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auroc 0.733896               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auprc 0.301724               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_5 0.333333               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8         mrr 0.405754               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auroc 0.623724               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auprc 0.308892               l2       0.001  False              very_high_confidence         8914              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_1 0.067220               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_3 0.083817               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_5 0.087137               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155         mrr 0.077181               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auroc 0.807574               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auprc 0.196673               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_1 0.920635               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85         mrr 0.960317               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auroc 0.922476               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auprc 0.790425               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_1 0.493333               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_3 0.720000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_5 0.773333               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108         mrr 0.633369               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auroc 0.728972               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auprc 0.409845               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_1 0.936170               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47         mrr 0.968085               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auroc 0.988559               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auprc 0.870704               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.389831               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.644068               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.711864               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70         mrr 0.550892               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auroc 0.671063               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auprc 0.272753               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_1 0.896552               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33         mrr 0.948276               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auroc 0.962066               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auprc 0.823743               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_1 0.783784               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54         mrr 0.891892               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auroc 0.888889               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auprc 0.665478               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36         mrr 0.951389               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auroc 0.915102               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auprc 0.855289               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_1 0.441176               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_3 0.588235               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_5 0.647059               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54         mrr 0.555354               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auroc 0.684175               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auprc 0.376352               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_1 0.250000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_3 0.562500               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_5 0.687500               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27         mrr 0.455456               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auroc 0.520710               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auprc 0.248631               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_1 0.083768               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_3 0.096127               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_5 0.099698               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427         mrr 0.091188               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auroc 0.855208               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auprc 0.243728               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_1 0.984314               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271         mrr 0.991503               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auroc 0.979286               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auprc 0.936865               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_1 0.412121               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_3 0.660606               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_5 0.739394               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186         mrr 0.564740               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auroc 0.710487               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auprc 0.327019               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_1 0.983402               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241         mrr 0.991010               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auroc 0.992487               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auprc 0.959596               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.357616               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.629139               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.715232               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156         mrr 0.524385               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auroc 0.682727               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auprc 0.256136               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_1 0.989583               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101         mrr 0.993056               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auroc 0.984541               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auprc 0.959999               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_1 0.912409               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_3 0.985401               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146         mrr 0.948540               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auroc 0.969844               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auprc 0.872787               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_1 0.796875               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_3 0.984375               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69         mrr 0.885938               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auroc 0.939761               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auprc 0.688488               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_1 0.544304               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_3 0.721519               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_5 0.772152               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92         mrr 0.663063               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auroc 0.735724               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auprc 0.444987               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_1 0.045455               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_3 0.250000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_5 0.386364               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49         mrr 0.210230               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auroc 0.402387               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auprc 0.062230               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_1 0.072961               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_3 0.087268               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_5 0.091559               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82         mrr 0.082204               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auroc 0.889933               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auprc 0.288159               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_1 0.976744               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51         mrr 0.988372               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auroc 0.962887               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auprc 0.881605               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_1 0.459459               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_3 0.702703               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_5 0.783784               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47         mrr 0.620547               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auroc 0.824218               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auprc 0.489972               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_1 0.971429               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35         mrr 0.985714               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auroc 0.992971               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auprc 0.949584               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.310345               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.620690               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.724138               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31         mrr 0.515871               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auroc 0.790323               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auprc 0.310254               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_1 0.956522               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26         mrr 0.978261               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auroc 0.952052               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auprc 0.892821               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23         mrr 0.879630               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auroc 0.947229               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auprc 0.758115               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_1 0.722222               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21         mrr 0.837607               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auroc 0.954477               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auprc 0.626235               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_1 0.384615               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_3 0.538462               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16         mrr 0.537821               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auroc 0.749617               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auprc 0.313703               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_5 0.333333               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8         mrr 0.398611               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auroc 0.610969               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auprc 0.304858               l2       0.001  False              very_high_confidence         5975              71 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_1 0.073260               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_3 0.080586               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_5 0.080586               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85         mrr 0.077952               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auroc 0.858135               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auprc 0.242862               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58         mrr 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auroc 0.928537               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auprc 0.860939               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_1 0.500000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_3 0.687500               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_5 0.687500               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41         mrr 0.620073               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auroc 0.736116               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auprc 0.407158               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44         mrr 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auroc 0.986327               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auprc 0.941186               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_1 0.384615               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_3 0.615385               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_5 0.615385               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27         mrr 0.532398               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auroc 0.730827               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auprc 0.325036               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_1 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24         mrr 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auroc 0.939479               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auprc 0.884149               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_1 0.933333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35         mrr 0.966667               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auroc 0.928525               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auprc 0.807670               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_1 0.777778               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9         mrr 0.888889               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auroc 0.873016               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auprc 0.641216               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_1 0.642857               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_3 0.785714               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_5 0.785714               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20         mrr 0.731539               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auroc 0.756013               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auprc 0.490055               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_1 0.222222               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_3 0.222222               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_5 0.222222               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13         mrr 0.288977               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auroc 0.419487               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auprc 0.193850               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_1 0.081268               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_3 0.095323               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_5 0.099668               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485         mrr 0.089678               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auroc 0.854545               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auprc 0.243243               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_1 0.968504               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287         mrr 0.983596               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auroc 0.968689               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auprc 0.901606               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_1 0.462264               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_3 0.693396               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_5 0.773585               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259         mrr 0.604143               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auroc 0.741992               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auprc 0.388180               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_1 0.973451               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226         mrr 0.985988               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auroc 0.989566               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auprc 0.941656               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_1 0.391304               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_3 0.646739               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_5 0.739130               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198         mrr 0.549339               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auroc 0.699891               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auprc 0.287102               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_1 0.969388               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106         mrr 0.982993               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auroc 0.976431               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auprc 0.931982               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_1 0.890511               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_3 0.985401               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159         mrr 0.938808               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auroc 0.954482               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auprc 0.830813               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_1 0.829268               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_3 0.975610               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_5 0.987805               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99         mrr 0.900523               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auroc 0.933545               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auprc 0.679807               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_1 0.505155               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_3 0.711340               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_5 0.783505               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124         mrr 0.631964               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auroc 0.737372               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auprc 0.406892               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_1 0.129630               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_3 0.351852               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_5 0.481481               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66         mrr 0.300648               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auroc 0.523131               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auprc 0.137079               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_1 0.078721               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_3 0.093481               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_5 0.093481               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94         mrr 0.086878               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auroc 0.864062               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auprc 0.304738               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_1 0.947368               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62         mrr 0.973684               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auroc 0.987903               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auprc 0.892055               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_1 0.424242               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_3 0.696970               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_5 0.696970               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41         mrr 0.579754               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auroc 0.710348               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auprc 0.396117               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_1 0.943396               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53         mrr 0.971698               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auroc 0.990630               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auprc 0.899348               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_1 0.344828               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_3 0.655172               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_5 0.655172               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32         mrr 0.521789               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auroc 0.645209               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auprc 0.273803               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_1 0.933333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30         mrr 0.966667               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auroc 0.995389               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auprc 0.909276               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_1 0.720000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29         mrr 0.853333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auroc 0.954517               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auprc 0.701181               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_1 0.933333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_3 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_5 1.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18         mrr 0.966667               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auroc 0.987726               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auprc 0.947861               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_1 0.400000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_3 0.533333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_5 0.533333               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18         mrr 0.500273               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auroc 0.670117               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auprc 0.392709               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_1 0.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_3 0.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_5 0.000000               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5         mrr 0.098148               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auroc 0.122222               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auprc 0.082724               l2       0.001  False              very_high_confidence         6550              69 logistic_re2g_extended_vhighconf_c0001         0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c00003_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c00003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d418f2c5620e5d44b736a66b17b2a0938601595
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c00003_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,832,6103,96,recall_at_1,0.07692307692307693,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,test,832,6103,96,recall_at_3,0.0889423076923077,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,test,832,6103,96,recall_at_5,0.09375,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,test,832,6103,96,mrr,0.08404320539236404,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,test,832,6103,96,auroc,0.9050500110981633,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,test,832,6103,96,auprc,0.30737330097998883,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,recall_at_1,0.07720020586721564,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,recall_at_3,0.0905815748841997,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,recall_at_5,0.09521358723623263,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,mrr,0.08541091625104136,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,auroc,0.8984429679128727,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,train,3886,28048,458,auprc,0.27815633813566837,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,recall_at_1,0.09552599758162031,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,recall_at_3,0.11124546553808948,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,recall_at_5,0.11729141475211609,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,mrr,0.1053125509239031,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,auroc,0.8777414468059576,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+random,val,827,6171,110,auprc,0.3242104659375596,l2,0.0003,False,,strict,28048,458,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,recall_at_1,0.0392156862745098,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,recall_at_3,0.06862745098039216,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,recall_at_5,0.06862745098039216,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,mrr,0.05392156862745098,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,auroc,0.9231388329979879,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,test,102,362,7,auprc,0.19119774957570343,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,recall_at_1,0.08071662492775958,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,recall_at_3,0.09266037372375265,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,recall_at_5,0.09863224812174919,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,mrr,0.08846020184898559,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,auroc,0.9006435682965007,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,train,5191,36929,618,auprc,0.2913001165688127,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,recall_at_1,0.08333333333333333,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,recall_at_3,0.10714285714285714,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,recall_at_5,0.11904761904761904,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,mrr,0.09756760728982951,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,auroc,0.8513986013986014,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome,val,252,3031,39,auprc,0.31812624684691226,l2,0.0003,False,,strict,36929,618,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,recall_at_1,0.08101045296167247,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,recall_at_3,0.10017421602787456,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,recall_at_5,0.10278745644599303,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,mrr,0.09075107685350563,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,auroc,0.8973366304698419,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,test,1148,9006,131,auprc,0.3044213031615681,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,recall_at_1,0.07982715487832613,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,recall_at_3,0.09165340004548556,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,recall_at_5,0.09711166704571299,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,mrr,0.08763383074541545,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,auroc,0.895652183452783,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_1,train,4397,31316,533,auprc,0.2801007579419425,l2,0.0003,False,,strict,31316,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,recall_at_1,0.076095947063689,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,recall_at_3,0.0827129859387924,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,recall_at_5,0.08850289495450786,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,mrr,0.0816947779726936,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,auroc,0.890747986527507,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,test,1209,8301,134,auprc,0.25022173849102747,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,recall_at_1,0.08164206642066421,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,recall_at_3,0.09640221402214022,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,recall_at_5,0.1014760147601476,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,mrr,0.09041333732905323,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,auroc,0.8955859805407116,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_2,train,4336,32021,530,auprc,0.2925935877312817,l2,0.0003,False,,strict,32021,530,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,recall_at_1,0.09261186264308012,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,recall_at_3,0.10613943808532779,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,recall_at_5,0.11238293444328824,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,mrr,0.1010057540782115,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,auroc,0.8984642562409738,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,test,961,6051,131,auprc,0.3245283323437584,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,recall_at_1,0.07722513089005235,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,recall_at_3,0.08856893542757417,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,recall_at_5,0.09598603839441536,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,mrr,0.085321082999247,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,auroc,0.8965052072715285,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_3,train,4584,34271,533,auprc,0.2699665438605386,l2,0.0003,False,,strict,34271,533,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,recall_at_1,0.07256637168141593,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,recall_at_3,0.08141592920353982,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,recall_at_5,0.08849557522123894,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,mrr,0.08037061516686124,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,auroc,0.8175794050416407,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,test,1130,9403,135,auprc,0.23758283008398018,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
+chromosome_fold_4,train,4415,30919,529,recall_at_1,0.08176670441676104,l2,0.0003,False,,strict,30919,529,logistic_recomputed_abc_c00003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c001_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c001_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..326be2f3f5b96608db3a5ee4d2b90f0ec9bcc7a7
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c001_candidate_metrics.csv
@@ -0,0 +1,601 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_vhighconf_c003_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_vhighconf_c003_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89cbf6b7560f6c1caac88938652b38290846bd0e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_vhighconf_c003_candidate_metrics.csv
@@ -0,0 +1,601 @@
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+random,same_split_family_validation,w0p25__distal_and_non_nearest_100000,0.25,distal_and_non_nearest,100000.0,0.30300739041808616,0.2903303827729376,0.5688847578105288,True
+random,same_split_family_validation,w0p25__distal_and_non_nearest_200000,0.25,distal_and_non_nearest,200000.0,0.3024357939192971,0.29323148650512665,0.5736924995681724,True
diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_selections.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_selections.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f284aafcabde26699f8328842149da2b1e4a6252
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_selections.csv
@@ -0,0 +1,11 @@
+split_family,tuning_source,candidate,residual_weight,gate_mode,min_abs_distance,tune_strict_auprc,selection_primary_slice,selection_secondary_slice,tune_primary_auprc,tune_secondary_auprc,meets_strict_floor,selection_status
+chromosome,same_split_family_validation,w0p1__distal_or_non_nearest_50000,0.1,distal_or_non_nearest,50000.0,0.2983865589542744,all_labeled,positive_target_non_nearest_only,0.2983865589542744,0.3468583424195956,True,strict_floor_met
+chromosome_fold_1,other_chromosome_fold_tests,w0p25__all_0,0.25,all,0.0,0.26992628632629434,all_labeled,positive_target_non_nearest_only,0.26992628632629434,0.32876512017625653,False,strict_floor_fallback
+chromosome_fold_2,other_chromosome_fold_tests,w0p25__all_0,0.25,all,0.0,0.290171644733095,all_labeled,positive_target_non_nearest_only,0.290171644733095,0.3453704439737602,True,strict_floor_met
+chromosome_fold_3,other_chromosome_fold_tests,w0p25__all_0,0.25,all,0.0,0.2686753191297049,all_labeled,positive_target_non_nearest_only,0.2686753191297049,0.326288028773927,False,strict_floor_fallback
+chromosome_fold_4,other_chromosome_fold_tests,w0p25__distal_or_non_nearest_50000,0.25,distal_or_non_nearest,50000.0,0.291227289892315,all_labeled,positive_target_non_nearest_only,0.291227289892315,0.3606398407824742,True,strict_floor_met
+chromosome_fold_5,other_chromosome_fold_tests,w0p25__all_0,0.25,all,0.0,0.27942483557386455,all_labeled,positive_target_non_nearest_only,0.27942483557386455,0.33217555251468034,False,strict_floor_fallback
+enhancer_cluster_holdout,same_split_family_validation,w0p25__all_0,0.25,all,0.0,0.350528818820573,all_labeled,positive_target_non_nearest_only,0.350528818820573,0.39474006965374375,True,strict_floor_met
+gene_holdout,same_split_family_validation,w0p25__all_0,0.25,all,0.0,0.7072610525115126,all_labeled,positive_target_non_nearest_only,0.7072610525115126,0.5192525447341649,True,strict_floor_met
+gene_holdout_rebalanced,same_split_family_validation,w0p25__distal_50000,0.25,distal,50000.0,0.3848323782947871,all_labeled,positive_target_non_nearest_only,0.3848323782947871,0.49632400669586774,True,strict_floor_met
+random,same_split_family_validation,w0p25__all_0,0.25,all,0.0,0.3804983991411638,all_labeled,positive_target_non_nearest_only,0.3804983991411638,0.3891588270190938,True,strict_floor_met
diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2078d71d0a05d96cc6696bbea27a3b22ff5a7341
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,832,6103,96,recall_at_1,0.078125,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,test,832,6103,96,recall_at_3,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,test,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,test,832,6103,96,mrr,0.08486634664677428,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,test,832,6103,96,auroc,0.8872305227234892,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,test,832,6103,96,auprc,0.2758537475799036,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,train,3886,28048,458,recall_at_1,0.07668553782810088,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,train,3886,28048,458,recall_at_3,0.0885229027277406,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,train,3886,28048,458,recall_at_5,0.092125579001544,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,train,3886,28048,458,mrr,0.08409624096233932,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
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+random,val,827,6171,110,recall_at_1,0.094316807738815,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,val,827,6171,110,recall_at_3,0.11003627569528417,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,val,827,6171,110,recall_at_5,0.11729141475211609,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
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+random,val,827,6171,110,auroc,0.888177768445051,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+random,val,827,6171,110,auprc,0.31326624565711564,l2,0.003,False,,high_confidence,13254,208,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
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+chromosome,test,102,362,7,recall_at_3,0.06862745098039216,l2,0.003,False,,high_confidence,17577,287,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
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+chromosome_fold_1,test,1148,9006,131,recall_at_1,0.078397212543554,l2,0.003,False,,high_confidence,14786,245,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
+chromosome_fold_1,test,1148,9006,131,recall_at_3,0.09843205574912892,l2,0.003,False,,high_confidence,14786,245,proxy_v2_rich_only_re2g_inputs_high_confidence_c0p003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p003_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74d8eaa1cef2ca90f9a76ca9c0e897def2336aaf
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p003_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p003_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd86abbae290bdc9269a52976a705935381a1ac1
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p003_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_pu_set_molecular_scoreboard_summary.csv b/results/s2t/gasperini_gse120861/learned_pu_set_molecular_scoreboard_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..545e2bec0202677efa0eee687cf0e24cf10593a7
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_pu_set_molecular_scoreboard_summary.csv
@@ -0,0 +1,8 @@
+source_name,model_name,scoreboard,auprc,auprc_lift,auroc,mrr,prevalence,recall_at_1,target_auprc,target_met
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26e758002e5f614eaebc2bc281df4c61c074b89e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_slice_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_weights.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_weights.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d78984e40afe554988ecfc2fd06b8f5cdfb78a2
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_conservative_g0025_weights.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_f029_g005_metrics.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_f029_g005_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b7b53379753fd5eb9b636d89fdf22bd0b71ae86
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_f029_g005_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_g005_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_g005_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b78e9179ccd8820e83cd15a12695cbbae48f84b
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_constrained_g005_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_metrics.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54bdd93f1132d15abb5aeb8b97c016252962e32d
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..57dbb538338b88bf5d438369fa8a44f00f5082ef
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_s2t_gapclose_g010_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s05_l2_g2_metrics.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s05_l2_g2_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..728ef6a113e70ec4d66162f2e45f3d91ddbc9f1e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s05_l2_g2_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s1_g2_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s1_g2_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f49d8abf2e0b2aa158249a76b2b10b1e6abcf361
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_logistic_highconf_h64_s1_g2_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_coupling_interactions_logistic_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_coupling_interactions_logistic_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d64ebef2cc2054a1b9dadcb704dfe2ddc85373f0
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_coupling_interactions_logistic_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_promoter_activity_logistic_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_promoter_activity_logistic_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6929fac8fcdea21c6c656a09e429c33b48141007
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_only_promoter_activity_logistic_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,832,6103,96,recall_at_1,0.07692307692307693,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,test,832,6103,96,recall_at_3,0.09014423076923077,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,test,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,test,832,6103,96,mrr,0.08442344856694772,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,test,832,6103,96,auroc,0.8851964374895954,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,test,832,6103,96,auprc,0.29149119917121075,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,recall_at_1,0.0782295419454452,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,recall_at_3,0.08903757076685538,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,recall_at_5,0.0923829130211014,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,mrr,0.08504516635848382,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,auroc,0.8615711818882545,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,train,3886,28048,458,auprc,0.22325968162964027,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,recall_at_1,0.09794437726723096,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,recall_at_3,0.11366384522370013,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,recall_at_5,0.1185006045949214,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,mrr,0.10708824294072176,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,auroc,0.8875358101723388,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+random,val,827,6171,110,auprc,0.27859139451767895,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+chromosome,test,102,362,7,recall_at_1,0.0392156862745098,l2,0.003,False,,high_confidence,17577,287,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+chromosome,test,102,362,7,recall_at_3,0.06862745098039216,l2,0.003,False,,high_confidence,17577,287,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+chromosome,test,102,362,7,recall_at_5,0.06862745098039216,l2,0.003,False,,high_confidence,17577,287,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
+chromosome,test,102,362,7,mrr,0.05392156862745098,l2,0.003,False,,high_confidence,17577,287,s2t_proxy_v2_only_promoter_activity_logistic,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_contact_logistic_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_contact_logistic_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13b77205fc5189c0c7d89783ba5e8f03b185536e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_contact_logistic_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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+random,test,832,6103,96,recall_at_3,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_contact_logistic,0.1.0
+random,test,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_contact_logistic,0.1.0
+random,test,832,6103,96,mrr,0.08319829196860931,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_contact_logistic,0.1.0
+random,test,832,6103,96,auroc,0.8876016175572943,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_contact_logistic,0.1.0
+random,test,832,6103,96,auprc,0.2854644017303665,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_contact_logistic,0.1.0
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+chromosome_fold_5,test,1097,7561,133,recall_at_1,0.07930720145852324,l2,0.003,False,,high_confidence,15617,244,s2t_proxy_v2_without_contact_logistic,0.1.0
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+gene_holdout,test,122,1433,155,recall_at_3,0.8032786885245902,l2,0.003,False,,high_confidence,18106,207,s2t_proxy_v2_without_contact_logistic,0.1.0
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+gene_holdout_rebalanced,train,3641,25911,427,recall_at_3,0.09640208733864324,l2,0.003,False,,high_confidence,12197,207,s2t_proxy_v2_without_contact_logistic,0.1.0
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+gene_holdout_rebalanced,train,3641,25911,427,mrr,0.09082375113674689,l2,0.003,False,,high_confidence,12197,207,s2t_proxy_v2_without_contact_logistic,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,auroc,0.8749255169336172,l2,0.003,False,,high_confidence,12197,207,s2t_proxy_v2_without_contact_logistic,0.1.0
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+enhancer_cluster_holdout,test,819,5961,85,recall_at_1,0.06837606837606838,l2,0.003,False,,high_confidence,13377,224,s2t_proxy_v2_without_contact_logistic,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,recall_at_3,0.07814407814407814,l2,0.003,False,,high_confidence,13377,224,s2t_proxy_v2_without_contact_logistic,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,recall_at_5,0.07936507936507936,l2,0.003,False,,high_confidence,13377,224,s2t_proxy_v2_without_contact_logistic,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,mrr,0.07453269834222215,l2,0.003,False,,high_confidence,13377,224,s2t_proxy_v2_without_contact_logistic,0.1.0
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+enhancer_cluster_holdout,train,3913,28117,485,auroc,0.8811693748171849,l2,0.003,False,,high_confidence,13377,224,s2t_proxy_v2_without_contact_logistic,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_promoter_activity_logistic_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_promoter_activity_logistic_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84290ccda097c27959fea0fd30a82268462c924c
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_promoter_activity_logistic_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.078125,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09014423076923077,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08509389459224986,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.889264607957383,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.28662206439010496,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9622641509433962,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9811320754716981,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9725134702198922,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8526011319073799,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.5675675675675675,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7837837837837838,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8108108108108109,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6972464946149156,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auroc,0.7796521739130435,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auprc,0.4870909118744282,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_1,0.9565217391304348,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_3,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.9782608695652174,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auroc,0.9878738376476501,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auprc,0.8846860585608177,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_1,0.4666666666666667,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_3,0.7333333333333333,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_5,0.7666666666666667,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,mrr,0.6266040100250627,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auroc,0.7296478296478296,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auprc,0.36051823108250314,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_1,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_3,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_5,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,distance_0_10kb,26,326,27,mrr,1.0,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
+random,test,distance_0_10kb,26,326,27,auroc,0.9935587761674718,l2,0.003,False,,high_confidence,13254,208,s2t_proxy_v2_without_promoter_activity_logistic,0.1.0
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diff --git a/results/t2s/vcc_2025/t2s_baselines_metrics.csv b/results/t2s/vcc_2025/t2s_baselines_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db8262b0771d3f4a00b99931073cebf8e2220938
--- /dev/null
+++ b/results/t2s/vcc_2025/t2s_baselines_metrics.csv
@@ -0,0 +1,161 @@
+task,model_name,model_version,prediction_kind,split_family,split_id,n_train_perturbations,n_test_perturbations,n_response_genes,metric,value
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,mse,0.2125889434589316
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,rmse,0.4610736854982418
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,mae,0.2306288365457246
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,mean_cosine,
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,mean_pearson,
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_20,0.0
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_50,0.0
+T2S,zero_delta,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_100,0.005000000000000001
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,mse,0.20872192543815324
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,rmse,0.4568609475958229
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,mae,0.23202831718492534
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,mean_cosine,0.2081179549661707
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,mean_pearson,0.19727737709351828
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_20,0.08333333333333334
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_50,0.08333333333333334
+T2S,train_mean,0.1.0,predictive,perturbation_random,0,120,30,18080,top_abs_overlap_at_100,0.08866666666666667
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,0,120,30,18080,mse,0.25598424766551053
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,0,120,30,18080,rmse,0.5059488587451408
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,0,120,30,18080,mae,0.2484466135012832
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,0,120,30,18080,mean_cosine,0.12193340720766287
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diff --git a/results/t2s/vcc_2025/t2s_baselines_per_perturbation_metrics.csv b/results/t2s/vcc_2025/t2s_baselines_per_perturbation_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e64d58774d971113b3b61cf227c5f17ecd5e4a34
--- /dev/null
+++ b/results/t2s/vcc_2025/t2s_baselines_per_perturbation_metrics.csv
@@ -0,0 +1,601 @@
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diff --git a/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_metrics.csv b/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00e10b383fe469e957874d3a93a893fbbbf12212
--- /dev/null
+++ b/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_metrics.csv
@@ -0,0 +1,161 @@
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diff --git a/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_per_perturbation_metrics.csv b/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_per_perturbation_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..722f6c1a44792eb56b999b2ae3e64f3398b32526
--- /dev/null
+++ b/results/t2s/vcc_2025/t2s_baselines_with_metadata_features_per_perturbation_metrics.csv
@@ -0,0 +1,601 @@
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diff --git a/results/t2s/vcc_2025/vcc_style_metrics.csv b/results/t2s/vcc_2025/vcc_style_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4db2e1ab864da4104586c6e8e50a151e25097b06
--- /dev/null
+++ b/results/t2s/vcc_2025/vcc_style_metrics.csv
@@ -0,0 +1,81 @@
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diff --git a/results/t2s/vcc_2025/vcc_style_per_perturbation_metrics.csv b/results/t2s/vcc_2025/vcc_style_per_perturbation_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a65a231b8ebaab7a9a40960ced8134b3d1caf1e1
--- /dev/null
+++ b/results/t2s/vcc_2025/vcc_style_per_perturbation_metrics.csv
@@ -0,0 +1,601 @@
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+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,EIF4B,0.1895619347806775,17,30,0.4666666666666667,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SEC62,0.33457000216809624,28,30,0.09999999999999998,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NDUFB6,0.17941015822983658,15,30,0.5333333333333333,100,4,4,0.04,0.04
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NDUFB4,0.14931429319377434,8,30,0.7666666666666666,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,ATP6V0B,0.2673740745216749,25,30,0.19999999999999996,100,3,3,0.03,0.03
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,ZNF714,0.1658902432888706,12,30,0.6333333333333333,100,4,4,0.04,0.04
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MED24,0.3305641234262869,27,30,0.1333333333333333,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SNCA,0.22290308125525435,21,30,0.33333333333333337,100,8,8,0.08,0.08
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,TCF3,0.1535670824770129,9,30,0.7333333333333334,100,4,4,0.04,0.04
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SUPT4H1,0.5606082892412682,30,30,0.033333333333333326,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NISCH,0.14878347497423353,7,30,0.8,100,0,0,0.0,0.0
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,STX4,0.1635458848084553,11,30,0.6666666666666667,100,10,10,0.1,0.1
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MAP1B,0.1744136879485788,14,30,0.5666666666666667,100,6,6,0.06,0.06
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,DZIP3,0.19896023560739665,19,30,0.4,100,4,4,0.04,0.04
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,EPHB4,0.3013230246930079,26,30,0.16666666666666663,100,4,4,0.04,0.04
+T2S,train_mean,0.1.0,predictive,perturbation_random,4,vcc_style_approx,PTPN1,0.11583063779736182,2,30,0.9666666666666667,100,4,4,0.04,0.04
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MAPKAPK2,0.1021147806161711,1,30,1.0,100,5,4,0.05,0.04
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,CALM3,0.18428547033145776,12,30,0.6333333333333333,100,3,3,0.03,0.03
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NIT1,0.30370541684582714,10,30,0.7,100,0,0,0.0,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,USP22,0.12711408284358902,5,30,0.8666666666666667,100,0,0,0.0,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,EPB41L2,0.41551378477833917,29,30,0.06666666666666665,100,2,2,0.02,0.02
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,LAD1,0.12993683825354915,5,30,0.8666666666666667,100,9,9,0.09,0.09
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,PMEL,0.25401587148247196,22,30,0.30000000000000004,100,7,7,0.07,0.07
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,IKBKG,0.16964964718605263,12,30,0.6333333333333333,100,5,5,0.05,0.05
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,LZTR1,0.19436872530368202,18,30,0.43333333333333335,100,0,0,0.0,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,CASP2,0.12029729911308908,4,30,0.9,100,5,4,0.05,0.04
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MKI67,0.19812729953485197,11,30,0.6666666666666667,100,2,0,0.02,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,TXNDC9,0.2251200979904895,14,30,0.5666666666666667,100,7,7,0.07,0.07
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,WSB2,0.26037753298428495,23,30,0.2666666666666667,100,2,2,0.02,0.02
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SRC,0.10672294955564622,1,30,1.0,100,2,2,0.02,0.02
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,EIF4B,0.1913498915760213,16,30,0.5,100,0,0,0.0,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SEC62,0.3252794160214207,28,30,0.09999999999999998,100,5,5,0.05,0.05
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NDUFB6,0.15873546287068502,11,30,0.6666666666666667,100,6,6,0.06,0.06
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NDUFB4,0.14592931387214883,9,30,0.7333333333333334,100,1,1,0.01,0.01
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,ATP6V0B,0.2986030409307617,23,30,0.2666666666666667,100,8,7,0.08,0.07
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,ZNF714,0.20482041632410197,13,30,0.6,100,2,0,0.02,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MED24,0.31629458689441664,2,30,0.9666666666666667,100,2,2,0.02,0.02
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SNCA,0.24117042993117513,21,30,0.33333333333333337,100,3,3,0.03,0.03
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,TCF3,0.14394635817086826,8,30,0.7666666666666666,100,4,4,0.04,0.04
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,SUPT4H1,0.5324112124538053,29,30,0.06666666666666665,100,0,0,0.0,0.0
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,NISCH,0.12012572060862714,5,30,0.8666666666666667,100,1,1,0.01,0.01
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,STX4,0.15548448201879964,10,30,0.7,100,3,3,0.03,0.03
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,MAP1B,0.16634867787696814,14,30,0.5666666666666667,100,10,10,0.1,0.1
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,DZIP3,0.2160489304601965,18,30,0.43333333333333335,100,5,5,0.05,0.05
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,EPHB4,0.3224786128120793,27,30,0.1333333333333333,100,8,8,0.08,0.08
+T2S,nearest_neighbor,0.1.0,predictive,perturbation_random,4,vcc_style_approx,PTPN1,0.10630157053660644,2,30,0.9666666666666667,100,7,6,0.07,0.06
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,MAPKAPK2,0.09587444998448177,1,30,1.0,100,8,8,0.08,0.08
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,CALM3,0.16794240691012266,15,30,0.5333333333333333,100,11,11,0.11,0.11
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,NIT1,0.2015825112801924,7,30,0.8,100,0,0,0.0,0.0
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,USP22,0.11145334995332516,3,30,0.9333333333333333,100,1,1,0.01,0.01
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,EPB41L2,0.37951294611064207,29,30,0.06666666666666665,100,3,3,0.03,0.03
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,LAD1,0.11807410547008286,5,30,0.8666666666666667,100,9,9,0.09,0.09
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,PMEL,0.22337564085562675,21,30,0.33333333333333337,100,2,2,0.02,0.02
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,IKBKG,0.1525656346439557,10,30,0.7,100,7,7,0.07,0.07
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,LZTR1,0.16611924334710104,9,30,0.7333333333333334,100,3,3,0.03,0.03
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,CASP2,0.11099922609862715,4,30,0.9,100,12,12,0.12,0.12
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,MKI67,0.14267148406042868,11,30,0.6666666666666667,100,6,6,0.06,0.06
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,TXNDC9,0.19458551946082228,18,30,0.43333333333333335,100,8,8,0.08,0.08
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,WSB2,0.2272069776941867,21,30,0.33333333333333337,100,2,2,0.02,0.02
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,SRC,0.09692940477056149,1,30,1.0,100,3,3,0.03,0.03
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,EIF4B,0.17175320878786277,15,30,0.5333333333333333,100,0,0,0.0,0.0
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,SEC62,0.2635118435495418,9,30,0.7333333333333334,100,10,10,0.1,0.1
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,NDUFB6,0.15729227640835408,14,30,0.5666666666666667,100,1,1,0.01,0.01
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,NDUFB4,0.1293242106919545,7,30,0.8,100,2,2,0.02,0.02
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,ATP6V0B,0.25810731036191853,23,30,0.2666666666666667,100,8,8,0.08,0.08
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,ZNF714,0.14804582256423818,11,30,0.6666666666666667,100,4,4,0.04,0.04
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,MED24,0.24743850442105364,2,30,0.9666666666666667,100,7,7,0.07,0.07
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,SNCA,0.21881968727656362,21,30,0.33333333333333337,100,5,5,0.05,0.05
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,TCF3,0.12715447932003582,8,30,0.7666666666666666,100,9,9,0.09,0.09
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,SUPT4H1,0.4089701918195089,6,30,0.8333333333333334,100,2,2,0.02,0.02
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,NISCH,0.10918856520136493,3,30,0.9333333333333333,100,0,0,0.0,0.0
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,STX4,0.14014365903599624,10,30,0.7,100,3,3,0.03,0.03
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,MAP1B,0.15187587042679818,13,30,0.6,100,11,11,0.11,0.11
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,DZIP3,0.18745470726017097,18,30,0.43333333333333335,100,8,8,0.08,0.08
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,EPHB4,0.2747537447260157,23,30,0.2666666666666667,100,8,8,0.08,0.08
+T2S,low_rank_oracle_projection,0.1.0,oracle_upper_bound,perturbation_random,4,vcc_style_approx,PTPN1,0.0961151852703326,1,30,1.0,100,9,9,0.09,0.09
diff --git a/results/t2s/vcc_2025/vcc_style_report.md b/results/t2s/vcc_2025/vcc_style_report.md
new file mode 100644
index 0000000000000000000000000000000000000000..e34a3a1f125d0dbe9e1c3ff0614d2e39488a0cb9
--- /dev/null
+++ b/results/t2s/vcc_2025/vcc_style_report.md
@@ -0,0 +1,35 @@
+# VCC-Style T2S Metric Report
+
+Status: approximate held-out perturbation benchmark metrics.
+
+Definitions:
+
+- `mae`: mean absolute error over pseudobulk log2-fold-change response matrices.
+- `pds`: fold-level perturbation discrimination score from L1 distances to held-out true perturbation deltas.
+- `des_approx_abs_overlap`: overlap between top predicted absolute response genes and pseudobulk z-score DE-like genes.
+- `des_approx_directional_overlap`: same top-set overlap, requiring matching effect direction.
+
+Caveat: DES here is not the official cell-level Wilcoxon/FDR VCC DES. It uses the precomputed pseudobulk response-stat table as a deterministic approximation.
+
+Response-stat source: `data/processed/t2s/vcc_2025/top_perturbation_response_stats.parquet`
+
+## Fold Mean Metrics
+
+| model_name | prediction_kind | metric | value |
+| --- | --- | --- | --- |
+| low_rank_oracle_projection | oracle_upper_bound | des_approx_abs_overlap | 0.043 |
+| low_rank_oracle_projection | oracle_upper_bound | des_approx_directional_overlap | 0.043 |
+| low_rank_oracle_projection | oracle_upper_bound | mae | 0.197988 |
+| low_rank_oracle_projection | oracle_upper_bound | pds | 0.638444 |
+| nearest_neighbor | predictive | des_approx_abs_overlap | 0.0259333 |
+| nearest_neighbor | predictive | des_approx_directional_overlap | 0.0241333 |
+| nearest_neighbor | predictive | mae | 0.229029 |
+| nearest_neighbor | predictive | pds | 0.571111 |
+| train_mean | predictive | des_approx_abs_overlap | 0.0245333 |
+| train_mean | predictive | des_approx_directional_overlap | 0.0242667 |
+| train_mean | predictive | mae | 0.228664 |
+| train_mean | predictive | pds | 0.516667 |
+| zero_delta | predictive | des_approx_abs_overlap | 0.0066 |
+| zero_delta | predictive | des_approx_directional_overlap | 0 |
+| zero_delta | predictive | mae | 0.228703 |
+| zero_delta | predictive | pds | 0.516667 |