arc-state-norman-gears-corrected / eval_aggregate.csv
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statistic,overlap_at_N,overlap_at_50,overlap_at_100,overlap_at_200,overlap_at_500,precision_at_N,precision_at_50,precision_at_100,precision_at_200,precision_at_500,de_spearman_sig,de_direction_match,de_spearman_lfc_sig,de_sig_genes_recall,de_nsig_counts_real,de_nsig_counts_pred,pr_auc,roc_auc,pearson_delta,mse,mae,mse_delta,mae_delta,discrimination_score_l1,discrimination_score_l2,discrimination_score_cosine
count,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0,107.0
null_count,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
mean,0.07256122842135687,0.021495327102803753,0.04293003283657487,0.06059238334271711,0.058917295018200935,0.20883695792700002,0.021495327102803753,0.04289719626168222,0.0605607476635514,0.058953271028037386,0.05131288591226,0.6507261753733478,0.23550765123190265,0.5383476710133359,569.7570093457944,1501.1401869158879,0.2395749279909141,0.6946215611678194,0.4076244473875126,0.0022790670437329214,0.01541991215025153,0.0022680759865129105,0.015406920243855392,0.5313127784085946,0.5278190234955018,0.5085160276006638
std,0.06387504056350728,0.021926280359670272,0.024414449996914386,0.03127958344889681,0.02972696506495858,0.07056404150844559,0.021926280359670272,0.024456713620629723,0.031325490726356486,0.029801033025519688,2.0914643107912366e-17,0.07078156684633283,0.1565793674014829,0.10288954828329598,196.95224213381692,442.24750708253794,0.0716945581881962,0.03325200329753235,0.15734802109620372,0.0010526183255176898,0.0034297724660952776,0.001034162521765732,0.0034254759753532616,0.2849500277919217,0.29249174570624975,0.300609752698466
min,0.009259259259259259,0.0,0.0,0.009259259259259259,0.009259259259259259,0.015145140933950358,0.0,0.0,0.01,0.012,0.05131288591225999,0.3888888888888889,-0.1447148271352803,0.24355971896955503,74.0,648.0,0.017607108926865324,0.5193854083413527,-0.036618202924728394,0.0006514780106954277,0.008269160985946655,0.0006430985522456467,0.008137810043990612,0.009345794392523366,0.009345794392523366,0.009345794392523366
25%,0.03790613718411552,0.0,0.03,0.04,0.03854875283446712,0.1662106703146375,0.0,0.03,0.04,0.04,0.05131288591225999,0.6089613034623218,0.14514736997897962,0.46833013435700577,467.0,1157.0,0.20190467160974102,0.6783992430662877,0.3365839421749115,0.001646803691983223,0.013327729888260365,0.0016452176496386528,0.013376818969845772,0.28971962616822433,0.2710280373831776,0.25233644859813087
50%,0.051111111111111114,0.02,0.04,0.055,0.052,0.20821917808219179,0.02,0.04,0.055,0.052,0.05131288591225999,0.6578947368421053,0.253171447434888,0.5494296577946768,546.0,1474.0,0.24772205265975358,0.6951269691982129,0.40550822019577026,0.0021243400406092405,0.01493979711085558,0.002150945132598281,0.015076006762683392,0.5514018691588785,0.5607476635514019,0.5233644859813085
75%,0.07705192629815745,0.04,0.05,0.08,0.074,0.25147734734077476,0.04,0.05,0.08,0.074,0.05131288591225999,0.6955555555555556,0.33699061468484026,0.599250936329588,710.0,1783.0,0.28771636942530066,0.7146103957056901,0.4943235516548157,0.002608242444694042,0.01673113740980625,0.002609904622659087,0.016782645136117935,0.7850467289719626,0.7850467289719626,0.7850467289719626
max,0.3226993865030675,0.16,0.19,0.215,0.174,0.4011352885525071,0.16,0.19,0.215,0.174,0.05131288591225999,0.8283582089552238,0.6240761292799519,0.7564276048714479,1064.0,2633.0,0.38840909565839277,0.7543206281009008,0.8780540823936462,0.008139681071043015,0.030956165865063667,0.008006561547517776,0.030739083886146545,0.9906542056074766,0.9906542056074766,1.0