From fd52afae115271593bc50eca5f21dd417c2c0bd5 Mon Sep 17 00:00:00 2001 From: Jean Charle Yaacoub Date: Wed, 10 Jul 2024 08:31:30 -0700 Subject: [PATCH] results(davis): retrained gvpl and dg with aflow subset #115 --- .gitignore | 2 +- results/v115/model_media/model_stats.csv | 11 +++++++++++ results/v115/model_media/model_stats_val.csv | 11 +++++++++++ 3 files changed, 23 insertions(+), 1 deletion(-) create mode 100644 results/v115/model_media/model_stats.csv create mode 100644 results/v115/model_media/model_stats_val.csv diff --git a/.gitignore b/.gitignore index 1fbbf45..3d39d50 100644 --- a/.gitignore +++ b/.gitignore @@ -225,4 +225,4 @@ results/model_media/*/test_set_pred/* results/model_media/test_set_pred splits/**/*.csv -results/v113/model_media/*/train_log/*.json +results/*/model_media/*/train_log/*.json diff --git a/results/v115/model_media/model_stats.csv b/results/v115/model_media/model_stats.csv new file mode 100644 index 0000000..d79b6ec --- /dev/null +++ b/results/v115/model_media/model_stats.csv @@ -0,0 +1,11 @@ +run,cindex,pearson,spearman,mse,mae,rmse +DGM_davis0D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7604957959117081,0.5074166361960291,0.4880557945875629,0.7899633560405003,0.5045533987507759,0.8887988276547738 +DGM_davis2D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7766413950490045,0.4809036117056705,0.5211140501386226,0.8209668727190276,0.5056958898068159,0.906072222683726 +DGM_davis3D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7487323569555477,0.4373251804322002,0.4659790811104093,0.8641685761814115,0.5812529990799629,0.929606678214723 +DGM_davis1D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7882312387834606,0.5814898274925953,0.539606500881958,0.6954483888899063,0.4763443782989743,0.8339354824504749 +DGM_davis4D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.770028362176337,0.485165974095078,0.5055126264655252,0.8178595017482873,0.5139869788455826,0.904355849070645 +GVPLM_davis0D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7482588250040787,0.4191458736488045,0.4654648560339079,0.916438806542663,0.5086004597213724,0.9573081042917494 +GVPLM_davis1D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.6468906559014417,0.2941056073867227,0.2779337470015688,1.0269896906785398,0.5577064489189487,1.0134049983489029 +GVPLM_davis3D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7471535855123098,0.441710216665843,0.4613052477455492,0.8885834379930146,0.5305747291450008,0.9426470378635976 +GVPLM_davis2D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7296485716445884,0.4054334215308577,0.4335391243636884,0.9631544322037824,0.5330878745876734,0.9814043163771914 +GVPLM_davis4D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7766749700560678,0.49090463554510744,0.517758159045675,0.8430872429869354,0.5006691044680186,0.9181978234492475 diff --git a/results/v115/model_media/model_stats_val.csv b/results/v115/model_media/model_stats_val.csv new file mode 100644 index 0000000..bad975b --- /dev/null +++ b/results/v115/model_media/model_stats_val.csv @@ -0,0 +1,11 @@ +run,cindex,pearson,spearman,mse,mae,rmse +DGM_davis0D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8234270583289791,0.713459681179556,0.5820109820998994,0.3866681321000501,0.3584109226012612,0.621826448536929 +DGM_davis2D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8237245738420456,0.6651808918664764,0.5909037786837793,0.3846215914244413,0.3463886419507059,0.6201786770152948 +DGM_davis3D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7906653075036156,0.6441159371983189,0.5554869523309671,0.4952404807604716,0.421062613040014,0.7037332454563104 +DGM_davis1D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7980215958223652,0.6639328311818086,0.5425833351376672,0.4060308122972151,0.3693855847505962,0.6372054710195253 +DGM_davis4D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8156238576892975,0.6549994289099051,0.5710358975674463,0.4207196688631731,0.3768108406693877,0.6486290687775048 +GVPLM_davis0D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8008002702925682,0.6882770547003477,0.5444236226040993,0.4178925669282142,0.3592081186818142,0.6464461051999727 +GVPLM_davis1D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7867644660140576,0.648368021836038,0.5216309719594355,0.4187849589651989,0.3629059747737996,0.6471359663665736 +GVPLM_davis3D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.787998863216255,0.6496858069147042,0.5512058721043596,0.514104358724952,0.3910173775713428,0.7170107103279225 +GVPLM_davis2D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7967836291150775,0.6451761145051786,0.5463163388068719,0.4095255233260228,0.3658814668230407,0.6399418124533064 +GVPLM_davis4D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8219808050688133,0.6626969205508393,0.5802516690923312,0.40973373000931657,0.367932745329649,0.6401044680435504