| target,model,feature_count,validation_mae_points,validation_rmse_points,test_mae_points,test_rmse_points,test_high_mfe_mae_points,test_low_mfe_mae_points,baseline_test_mae_points,latest_prediction_points | |
| after5_up_points,random_forest_d6_l10_all+affine_s1.26_b-4,188,62.814071097341994,95.96458512713473,55.869403284612446,79.459874253419,120.36235726321215,34.22747241931052,75.35728446922032,63.15162391627527 | |
| after5_up_points,histgb_abs_140+affine_s1.26_b+12,140,62.84459754416355,96.71388540639482,56.724145130364015,82.19477605751979,128.86855179698847,32.51461269189943,75.35728446922032,60.0207943690521 | |
| after5_up_points,random_forest_d7_l10_150+affine_s1.26_b-8,150,62.85799172558572,96.86714042382735,55.29433311110906,78.30850739750797,119.91967897684735,33.60797543804251,75.35728446922032,61.9234097677693 | |
| after5_up_points,random_forest_d6_l10_180+affine_s1.26_b-4,180,62.99371043160133,95.66084870246584,55.93182505352735,79.35221714857502,120.65327270676569,34.2132184584809,75.35728446922032,62.69233713786123 | |
| after5_up_points,random_forest_d5_120+affine_s1.26_b-8,120,63.27872988451123,97.4146607330525,56.00375751421763,80.49260944338006,123.77258836890215,33.262539106605374,75.35728446922032,58.43958583128338 | |
| after5_up_points,random_forest_d6_l10_80+affine_s1.24_b-4,80,63.29420675940689,96.90962389896696,57.1373656834078,80.06097056687767,125.17973126244286,34.30435709983898,75.35728446922032,59.22411684916119 | |
| after5_up_points,gradboost_abs_140+affine_s1.26_b+12,140,63.36924226731887,97.76594157376842,56.435350136629204,82.19703394402472,128.62385471905998,32.21101973984035,75.35728446922032,61.16475583609494 | |
| after5_up_points,extra_trees_d7_l12_140+affine_s1.26_b-12,140,63.38302824195118,97.32372576405447,55.22312292508635,79.4093436913592,121.49222757067584,32.98516834602948,75.35728446922032,82.59539549590019 | |
| after5_up_points,extra_trees_full_l10_160+affine_s1.26_b-12,160,63.43068234328097,96.82354787958309,54.8613725960788,78.31902453073755,118.98163346190331,33.344506533721564,75.35728446922032,80.47236162113926 | |
| after5_up_points,extra_trees_d7_l12_120+affine_s1.26_b-12,120,63.45855645876955,97.31806592751788,55.19856476922982,79.28352501280438,121.2465189125756,33.03482176810708,75.35728446922032,82.65588135337931 | |
| after5_up_points,extra_trees_d7_l12_180+affine_s1.26_b-8,180,63.60953718884168,96.9113703856202,55.32981641127371,79.12338658830383,119.96492459536698,33.64018279245045,75.35728446922032,83.73257347011302 | |
| after5_up_points,extra_trees_d6_140+affine_s1.26_b-12,140,63.74412159891231,97.54484396806865,55.39545900465791,79.6208401630119,121.98590520119218,33.049671690384656,75.35728446922032,80.56425405097181 | |
| after5_up_points,gradboost_huber_100+affine_s1.26_b+4,100,64.03108818071811,97.67694026998507,57.28183110708846,82.45998655069438,127.76275900919381,33.63051301913363,75.35728446922032,64.20525473331307 | |
| after5_up_points,extra_trees_full_l10_160,160,64.05061006479353,99.94288851354058,56.587973951642226,82.87779886976914,131.55118194196365,31.432535028715563,75.35728446922032,73.39076319138034 | |
| after5_up_points,extra_trees_d7_l12_140,140,64.24006686680475,100.5135801355967,57.30248088446278,83.95234068165725,133.67521340680165,31.674047152134303,75.35728446922032,75.07571071103189 | |
| after5_up_points,random_forest_d7_l10_150,150,64.25981512211987,101.22761654061571,57.66681878811496,84.12909316925169,135.50689948115252,31.545986340786932,75.35728446922032,55.494769656959754 | |
| after5_up_points,extra_trees_d7_l12_120,120,64.3122746779685,100.48950044039546,57.19157966052789,83.85053092485894,133.88496044823242,31.455545839150535,75.35728446922032,75.12371535982484 | |
| after5_up_points,random_forest_d6_l10_180,180,64.4993604935348,101.32834934432061,58.600955075731534,86.12298977454502,139.3579644469373,31.501287501501402,75.35728446922032,52.93042629988985 | |
| after5_up_points,random_forest_d6_l10_all,188,64.51312142239915,101.63584043465356,58.7746020251738,86.2136917960478,139.14474199957323,31.804756396180696,75.35728446922032,53.294939616091476 | |
| after5_up_points,extra_trees_d4_100+affine_s1.26_b-12,100,64.5278045046063,98.69512742614585,57.29949440831866,83.17372121559795,129.77509484381648,32.978823121238854,75.35728446922032,82.02262641758882 | |
| after5_up_points,extra_trees_d7_l12_180,180,64.54586920589512,101.21549866711403,57.60534110190456,84.76513287764755,135.9550852904523,31.313480635948935,75.35728446922032,72.80362973818492 | |
| after5_up_points,histgb_abs_80+affine_s1.26_b+8,80,64.55878123857543,98.0417272908871,57.866121663941996,82.1338697410737,126.6860623633252,34.77218183193422,75.35728446922032,60.59457997680678 | |
| after5_up_points,extra_trees_d6_140,140,64.57321628367322,100.71533125100002,57.52625548915709,84.11599188116277,133.99537019127922,31.86547874347851,75.35728446922032,73.46369369124746 | |
| after5_up_points,random_forest_d5_120,120,64.60486688067431,101.830825234596,58.86346856653808,86.21648108546263,138.99843355880714,31.972540716783364,75.35728446922032,52.729830024828075 | |
| after5_up_points,random_forest_d6_l10_80,80,64.93122113016017,101.75851808622853,59.51896206973792,86.56525198888453,142.69576664309915,31.607282682703943,75.35728446922032,50.98719100738805 | |
| after5_up_points,extra_trees_d4_100,100,65.3154438994165,101.7598749526402,59.53559670345175,87.40638570195492,141.41669246037026,32.05871893267373,75.35728446922032,74.62113207745143 | |
| after5_up_points,gradboost_huber_100,100,67.00341799249082,105.97038333742564,62.47130036232785,92.26222548831535,152.51801322654276,32.25428262265842,75.35728446922032,47.781948201042105 | |
| after5_up_points,histgb_abs_80,80,68.01230519736447,107.50690244413211,63.2181137868177,93.26410239957467,154.83809525363117,32.47315356305477,75.35728446922032,41.74173014032283 | |
| after5_up_points,histgb_abs_140,140,68.5487353918156,108.60585232374254,65.02482366025059,96.01019622663685,159.74483289939565,33.23958566053748,75.35728446922032,38.11174156273975 | |
| after5_up_points,gradboost_abs_140,140,68.93610352560633,109.44736921034585,64.75931011811319,95.78408729541009,159.55062886929366,32.95014275194523,75.35728446922032,39.01964748896423 | |
| after5_down_points,random_forest_d7_l10_150,150,72.01385673724953,122.53041341022657,62.985231430060715,97.51356947384825,141.1492761242954,36.75568623065309,77.89575416143268,71.5788486914341 | |
| after5_down_points,random_forest_d6_l10_180,180,72.01996420726842,121.97934751692935,63.312365638240735,97.96601671796515,141.76059732763278,36.9874556753575,77.89575416143268,68.49809232556989 | |
| after5_down_points,random_forest_d6_l10_all,188,72.0220633474691,122.23743555860352,63.51952792213079,98.11273365232542,142.2590233564593,37.096878447523885,77.89575416143268,68.82844220480091 | |
| after5_down_points,extra_trees_full_l10_160,160,72.0806627791429,124.1070361496722,63.78404150713735,99.31372537584545,150.15058283090937,34.80198066023398,77.89575416143268,78.60311943453601 | |
| after5_down_points,random_forest_d6_l10_80,80,72.14473633423354,121.100650429369,64.36965494250742,98.77113471915764,143.27670742584675,37.89077827024591,77.89575416143268,65.37078768539301 | |
| after5_down_points,random_forest_d5_120,120,72.19328872639154,122.33872071649559,63.87197110663082,98.52315275025904,144.50662242919202,36.81336328026798,77.89575416143268,72.56995187248033 | |
| after5_down_points,extra_trees_d7_l12_140,140,72.41604731956579,125.08312385454028,64.37697032752942,101.1154560394603,155.46087207559384,33.81190262683666,77.89575416143268,76.5682351628532 | |
| after5_down_points,extra_trees_d7_l12_120,120,72.4162895037992,124.90879470615543,64.5355278210637,101.05059170901211,155.39553038256716,34.04559407559275,77.89575416143268,76.5315562558918 | |
| after5_down_points,extra_trees_d7_l12_180,180,72.42049922099216,124.96422859517544,64.18375797541256,100.65666207456884,154.33528590771937,33.93156739410157,77.89575416143268,76.15592910769956 | |
| after5_down_points,gradboost_huber_100,100,72.56516940658615,126.15286854277937,65.5583461124321,103.6328603115815,161.4009117777494,33.396411325412885,77.89575416143268,69.49296582421334 | |
| after5_down_points,extra_trees_d6_140,140,72.68127424795533,125.56233106196899,64.71381256265276,101.59193550875953,157.0008258703297,33.74501615068067,77.89575416143268,75.8515715101158 | |
| after5_down_points,extra_trees_d4_100,100,72.90559363760386,125.23615685473882,65.28481082903333,102.02050425110933,158.35742175100168,34.05239105656072,77.89575416143268,74.70706934654919 | |
| after5_down_points,gradboost_abs_140,140,76.44133432267984,133.47734944700437,68.96952947532041,109.82864669780533,176.74366701342066,32.80371150951493,77.89575416143268,58.72424393856812 | |
| after5_down_points,histgb_abs_140,140,76.60657046525694,133.68765588870926,68.36493000090694,109.25421427077461,174.39220432540307,32.7853077443646,77.89575416143268,66.02272042949951 | |
| after5_down_points,histgb_abs_80,80,77.99320079635616,135.09600657244542,70.71888446700005,112.5572039670201,182.0108722453825,33.3725798433818,77.89575416143268,54.56391672132039 | |