results(davis_gvpl): retrained davis_gvpl on new splits #113 #112

results/v113/model_media/model_stats.csv

@@ -4,3 +4,8 @@ DGM_davis2D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.6802
 DGM_davis0D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7482530045928646,0.5197366766877236,0.4542040532006625,0.8050527081134624,0.4461380075332078,0.897247294848785
 DGM_davis4D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.7500256488232135,0.4202540848988467,0.463987592348891,0.915000329003,0.5261902546589091,0.9565564954580572
 DGM_davis3D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8124008264671932,0.6416851004316045,0.5726087345262351,0.6139882867658651,0.41814691178938923,0.7835740467663954
+GVPLM_davis4D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7534531597279891,0.5219505901659167,0.4665234229987415,0.7990459549406203,0.4326813253593184,0.8938937044976993
+GVPLM_davis2D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.767553801569662,0.4679799645016079,0.4975432691118115,0.8307167291540061,0.4861246287088877,0.9114366292584504
+GVPLM_davis3D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.7881126560725141,0.5117816919373207,0.5344788271118109,0.7824263605065905,0.4710016337041163,0.8845486761657555
+GVPLM_davis0D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.758263866811987,0.4372814709152363,0.4796308343784581,0.8577483542500933,0.5066641469660601,0.9261470478547632
+GVPLM_davis1D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.6851987657280194,0.293523499357519,0.346229131471335,1.0881947803478098,0.5547743755228379,1.0431657492209998

results/v113/model_media/model_stats_val.csv

@@ -1,6 +1,23 @@
 run,cindex,pearson,spearman,mse,mae,rmse
+<<<<<<< Updated upstream
 DGM_davis1D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8163523994132658,0.7137851124164986,0.5878867118585559,0.4173222599402789,0.35940127305806,0.6460048451368449
 DGM_davis2D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8343753726176008,0.7720660560854502,0.618611791650495,0.3283613673160558,0.3143092008198009,0.5730282430352416
 DGM_davis0D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8345962630012087,0.7841559792978283,0.6289360094161347,0.3611685706886787,0.3225311759640188,0.6009730199340722
 DGM_davis4D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8557152702768875,0.7904879365029139,0.6656571912339156,0.3427956306740941,0.3299113169392162,0.585487515387044
 DGM_davis3D_nomsaF_binaryE_128B_0.00012LR_0.24D_2000E_originalLF_binaryLE,0.8349019526166668,0.7875041565317034,0.6443896656067043,0.3662570748291923,0.32390817027678465,0.605191766987285
+=======
+DGM_davis0D_nomsaF_aflowE_128B_0.0008279387625584954LR_0.3480347297724069D_2000E_originalLF_binaryLE,0.7542333456540382,0.4661222527360288,0.4622454723166427,0.5745961603253643,0.4490743226299249,0.7580212136380909
+DGM_davis2D_nomsaF_aflowE_128B_0.0008279387625584954LR_0.3480347297724069D_2000E_originalLF_binaryLE,0.7889097125722226,0.6050398686544554,0.5194217790291483,0.3712609331151108,0.3486874123904465,0.6093118521045777
+DGM_davis1D_nomsaF_aflowE_128B_0.0008279387625584954LR_0.3480347297724069D_2000E_originalLF_binaryLE,0.7619768709032059,0.5908949206748343,0.4620148211231741,0.3627365784893167,0.3464703883892624,0.6022761646365533
+DGM_davis3D_nomsaF_aflowE_128B_0.0008279387625584954LR_0.3480347297724069D_2000E_originalLF_binaryLE,0.7518315515465352,0.4909815923227958,0.4818553258238582,0.5928763165737386,0.5397916083517371,0.769984620998198
+DGM_davis4D_nomsaF_aflowE_128B_0.0008279387625584954LR_0.3480347297724069D_2000E_originalLF_binaryLE,0.7852144067428423,0.5455471328321575,0.5134570446387595,0.4461269801785316,0.3969394130741848,0.6679273764254102
+GVPLM_davis3D_nomsaF_aflowE_128B_0.00014968791626986144LR_0.00039427600918916277D_2000E_gvpLF_binaryLE,0.8041134218658649,0.64988689371186,0.573599346178764,0.4519291998976836,0.3978824110179624,0.672256796096316
+GVPLM_davis2D_nomsaF_aflowE_128B_0.00014968791626986144LR_0.00039427600918916277D_2000E_gvpLF_binaryLE,0.7802128282015651,0.6222348456680393,0.5034858314455757,0.3639218510862791,0.367958717825743,0.6032593564017712
+GVPLM_davis1D_nomsaF_aflowE_128B_0.00014968791626986144LR_0.00039427600918916277D_2000E_gvpLF_binaryLE,0.7568603850512082,0.5231446926168597,0.4563947560300728,0.4067614037303542,0.3910246412845944,0.6377784911161195
+GVPLM_davis0D_nomsaF_aflowE_128B_0.00014968791626986144LR_0.00039427600918916277D_2000E_gvpLF_binaryLE,0.7314242613494631,0.520657218580497,0.4200042081423011,0.549750266646302,0.4693360195214201,0.7414514593999407
+GVPLM_davis4D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8317179299256213,0.7525555462006857,0.6231692649585702,0.4056508528712579,0.3161008745272529,0.6369072560987651
+GVPLM_davis2D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8288787269604654,0.7293571227266307,0.6105211859324264,0.3761462606386942,0.3491652655728998,0.6133076394752427
+GVPLM_davis3D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8164773292665711,0.7250154328888457,0.6154067444267105,0.4597009403992768,0.3855288712417378,0.6780124928047246
+GVPLM_davis0D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.8055708777738954,0.7243877845881463,0.5809665306027836,0.4394688312618948,0.3957247064712851,0.6629244536611203
+GVPLM_davis1D_nomsaF_binaryE_128B_0.00020535607176845963LR_0.08845592454543601D_2000E_gvpLF_binaryLE,0.775744215597699,0.6842257371933662,0.5160465530857263,0.4672185947997873,0.3549506181382878,0.68353390171943
+>>>>>>> Stashed changes