abdev-leaderboard / data /metrics_all_including_low_spearman.csv
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feature,assay,spearman,model,spearman_abs
SFvCSP - tap,HAC,0.6788395883949475,tap,0.6788395883949475
PPC - tap,HAC,0.4820800038128454,tap,0.4820800038128454
aggrescan_average_score,HIC,0.3717330854283424,Aggrescan3D,0.3717330854283424
SFvCSP - tap,PR_Ova,0.3706710402488808,tap,0.3706710402488808
Viscosity - deep-viscosity,HAC,-0.3683390278828955,DeepViscosity,0.3683390278828955
aggrescan_average_score,SMAC,0.3643128778304258,Aggrescan3D,0.3643128778304258
PNC - tap,AC-SINS_pH7.4,-0.358762795727933,tap,0.358762795727933
aggrescan_90_score,HIC,0.3572823382390205,Aggrescan3D,0.3572823382390205
solubility_probability - saprot,PR_CHO,0.3365516014806938,saprot,0.3365516014806938
PNC - tap,HAC,-0.3206575607459202,tap,0.3206575607459202
SFvCSP - tap,AC-SINS_pH7.4,0.3203773185543964,tap,0.3203773185543964
PNC - tap,PR_Ova,-0.2932051856162034,tap,0.2932051856162034
aggrescan_90_score,SMAC,0.2852401926417188,Aggrescan3D,0.2852401926417188
aggrescan_max_score,SMAC,0.2720151775798609,Aggrescan3D,0.2720151775798609
aggrescan_max_score,HIC,0.2579163714894611,Aggrescan3D,0.2579163714894611
stability_score - saprot,HAC,0.2482190338151043,saprot,0.2482190338151043
SFvCSP - tap,HIC,-0.2450651623577951,tap,0.2450651623577951
aggrescan_max_score,PR_CHO,-0.24241781163854,Aggrescan3D,0.24241781163854
SFvCSP - tap,PR_CHO,0.2381972244142228,tap,0.2381972244142228
PNC - tap,AC-SINS_pH6.0,-0.2185768523842327,tap,0.2185768523842327
PPC - tap,PR_Ova,0.205520359496246,tap,0.205520359496246
aggrescan_max_score,PR_Ova,-0.1983067762197625,Aggrescan3D,0.1983067762197625
stability_score - saprot,Tm2,-0.1924791603648384,saprot,0.1924791603648384
CDR Length - tap,HIC,0.1923458958277369,tap,0.1923458958277369
solubility_probability - saprot,PR_Ova,0.1859602281879885,saprot,0.1859602281879885
PPC - tap,HIC,-0.1839687842860175,tap,0.1839687842860175
aggrescan_cdrh3_average_score,Titer,0.1814699248452822,Aggrescan3D,0.1814699248452822
Viscosity - deep-viscosity,HIC,0.18059398754127,DeepViscosity,0.18059398754127
PPC - tap,SEC %Monomer,0.179898358348615,tap,0.179898358348615
Viscosity - deep-viscosity,PR_Ova,-0.1792011299598071,DeepViscosity,0.1792011299598071
aggrescan_cdrh3_average_score,Purity,-0.1774879106041495,Aggrescan3D,0.1774879106041495
CDR Length - tap,SMAC,0.1753482083680697,tap,0.1753482083680697
PPC - tap,Purity,-0.1743385504957838,tap,0.1743385504957838
PPC - tap,Tm1,0.1717910377244919,tap,0.1717910377244919
PPC - tap,AC-SINS_pH7.4,0.1691412287169806,tap,0.1691412287169806
PNC - tap,SMAC,-0.1647616991330237,tap,0.1647616991330237
SFvCSP - tap,AC-SINS_pH6.0,0.1631061026200202,tap,0.1631061026200202
aggrescan_90_score,PR_Ova,-0.1630725493267146,Aggrescan3D,0.1630725493267146
aggrescan_cdrh3_average_score,HAC,-0.1621653601888134,Aggrescan3D,0.1621653601888134
aggrescan_90_score,PR_CHO,-0.1602601604994121,Aggrescan3D,0.1602601604994121
PNC - tap,PR_CHO,-0.151234196032203,tap,0.151234196032203
CDR Length - tap,AC-SINS_pH7.4,-0.1501689804134715,tap,0.1501689804134715
stability_score - saprot,PR_CHO,0.1482133956646727,saprot,0.1482133956646727
PPC - tap,AC-SINS_pH6.0,0.1448272149205899,tap,0.1448272149205899
SFvCSP - tap,Tm1,0.1426983792732488,tap,0.1426983792732488
PPC - tap,Titer,0.1423756688786398,tap,0.1423756688786398
PNC - tap,SEC %Monomer,-0.1345634135302046,tap,0.1345634135302046
aggrescan_average_score,HAC,-0.1311020701331903,Aggrescan3D,0.1311020701331903
aggrescan_cdrh3_average_score,Tm2,-0.1295581308418123,Aggrescan3D,0.1295581308418123
PSH - tap,HAC,0.1269358458430945,tap,0.1269358458430945
aggrescan_cdrh3_average_score,AC-SINS_pH6.0,0.1241248052844776,Aggrescan3D,0.1241248052844776
aggrescan_average_score,PR_Ova,-0.1225803596842919,Aggrescan3D,0.1225803596842919
solubility_probability - saprot,Purity,0.120581879119953,saprot,0.120581879119953
aggrescan_90_score,AC-SINS_pH6.0,-0.1156038989665139,Aggrescan3D,0.1156038989665139
Viscosity - deep-viscosity,PR_CHO,-0.1125214482263828,DeepViscosity,0.1125214482263828
aggrescan_cdrh3_average_score,HIC,0.1109333602778311,Aggrescan3D,0.1109333602778311
PNC - tap,Tm1,-0.1094376940826625,tap,0.1094376940826625
PNC - tap,Titer,-0.1043862069630446,tap,0.1043862069630446
aggrescan_90_score,HAC,-0.1029367717205433,Aggrescan3D,0.1029367717205433
PPC - tap,Tonset,0.1024480318260903,tap,0.1024480318260903
aggrescan_average_score,Tm1,0.0984625979382824,Aggrescan3D,0.0984625979382824
SFvCSP - tap,Purity,-0.0979379393217746,tap,0.0979379393217746
solubility_probability - saprot,Tm2,-0.0978456145482691,saprot,0.0978456145482691
SFvCSP - tap,SEC %Monomer,0.096650605592591,tap,0.096650605592591
Viscosity - deep-viscosity,Tm2,0.093745084007507,DeepViscosity,0.093745084007507
PNC - tap,Tonset,-0.0925140513893314,tap,0.0925140513893314
aggrescan_90_score,Titer,-0.0888890152050186,Aggrescan3D,0.0888890152050186
PPC - tap,PR_CHO,0.0885325199884014,tap,0.0885325199884014
Viscosity - deep-viscosity,SMAC,0.0883647279655625,DeepViscosity,0.0883647279655625
PPC - tap,SMAC,-0.0881450436285762,tap,0.0881450436285762
SFvCSP - tap,Tonset,0.0869080829604942,tap,0.0869080829604942
aggrescan_average_score,Purity,-0.0855300736249475,Aggrescan3D,0.0855300736249475
PSH - tap,PR_Ova,0.0851843571887952,tap,0.0851843571887952
solubility_probability - saprot,HAC,-0.0849192244020849,saprot,0.0849192244020849
stability_score - saprot,PR_Ova,0.0844385315275266,saprot,0.0844385315275266
aggrescan_average_score,PR_CHO,-0.082335263587056,Aggrescan3D,0.082335263587056
CDR Length - tap,HAC,-0.0807572482895502,tap,0.0807572482895502
Viscosity - deep-viscosity,AC-SINS_pH7.4,-0.0803879126171943,DeepViscosity,0.0803879126171943
SFvCSP - tap,Titer,0.0797623802296775,tap,0.0797623802296775
aggrescan_average_score,AC-SINS_pH7.4,0.078198839245547,Aggrescan3D,0.078198839245547
aggrescan_max_score,Tonset,-0.0758666681469678,Aggrescan3D,0.0758666681469678
stability_score - saprot,SMAC,-0.0752343621503858,saprot,0.0752343621503858
stability_score - saprot,Tonset,-0.0738992116600914,saprot,0.0738992116600914
stability_score - saprot,SEC %Monomer,-0.0733865038928551,saprot,0.0733865038928551
CDR Length - tap,Tm2,-0.0729274519946903,tap,0.0729274519946903
CDR Length - tap,SEC %Monomer,-0.0720782456119583,tap,0.0720782456119583
stability_score - saprot,AC-SINS_pH7.4,0.0718305679545067,saprot,0.0718305679545067
solubility_probability - saprot,Tonset,-0.0707794898935402,saprot,0.0707794898935402
CDR Length - tap,Tonset,-0.0697571003932752,tap,0.0697571003932752
solubility_probability - saprot,AC-SINS_pH6.0,0.0669921910968805,saprot,0.0669921910968805
PSH - tap,SMAC,-0.0668504875953866,tap,0.0668504875953866
CDR Length - tap,AC-SINS_pH6.0,-0.0662557372283483,tap,0.0662557372283483
aggrescan_90_score,Purity,-0.0642609945737365,Aggrescan3D,0.0642609945737365
CDR Length - tap,Purity,0.0640138427858363,tap,0.0640138427858363
aggrescan_cdrh3_average_score,PR_CHO,-0.0639580648777149,Aggrescan3D,0.0639580648777149
PSH - tap,Titer,-0.0638862853735791,tap,0.0638862853735791
Viscosity - deep-viscosity,Titer,-0.0636053342823435,DeepViscosity,0.0636053342823435
stability_score - saprot,HIC,-0.0625972585374469,saprot,0.0625972585374469
stability_score - saprot,Titer,0.0607177541361877,saprot,0.0607177541361877
aggrescan_average_score,Tonset,0.0532502341076833,Aggrescan3D,0.0532502341076833
CDR Length - tap,PR_CHO,-0.0524556823713343,tap,0.0524556823713343
aggrescan_90_score,AC-SINS_pH7.4,-0.0509589937861982,Aggrescan3D,0.0509589937861982
PSH - tap,SEC %Monomer,-0.0487785361924088,tap,0.0487785361924088
PNC - tap,Tm2,-0.0482259337861972,tap,0.0482259337861972
SFvCSP - tap,SMAC,-0.0479604170867368,tap,0.0479604170867368
CDR Length - tap,Tm1,0.0470910111346684,tap,0.0470910111346684
PSH - tap,HIC,-0.0464732086283245,tap,0.0464732086283245
aggrescan_cdrh3_average_score,SMAC,0.0462084030163925,Aggrescan3D,0.0462084030163925
stability_score - saprot,Tm1,-0.0461587451740238,saprot,0.0461587451740238
aggrescan_max_score,AC-SINS_pH6.0,-0.0422041355140005,Aggrescan3D,0.0422041355140005
Viscosity - deep-viscosity,Tm1,0.0418758583153736,DeepViscosity,0.0418758583153736
CDR Length - tap,Titer,-0.0415639454664855,tap,0.0415639454664855
Viscosity - deep-viscosity,AC-SINS_pH6.0,-0.0391995375434282,DeepViscosity,0.0391995375434282
aggrescan_max_score,SEC %Monomer,0.0384606168278266,Aggrescan3D,0.0384606168278266
aggrescan_max_score,Purity,0.0377965473734412,Aggrescan3D,0.0377965473734412
aggrescan_cdrh3_average_score,Tonset,-0.0371645511788307,Aggrescan3D,0.0371645511788307
stability_score - saprot,AC-SINS_pH6.0,0.0363459090170338,saprot,0.0363459090170338
PSH - tap,AC-SINS_pH7.4,-0.0360881689253704,tap,0.0360881689253704
solubility_probability - saprot,Tm1,-0.0359790946528558,saprot,0.0359790946528558
aggrescan_average_score,SEC %Monomer,0.0329005393127016,Aggrescan3D,0.0329005393127016
solubility_probability - saprot,AC-SINS_pH7.4,0.0320374764320225,saprot,0.0320374764320225
stability_score - saprot,Purity,0.0319067204658559,saprot,0.0319067204658559
solubility_probability - saprot,HIC,0.0318219345388521,saprot,0.0318219345388521
PSH - tap,Tm2,-0.0317350623491362,tap,0.0317350623491362
aggrescan_average_score,Tm2,-0.0312770789755912,Aggrescan3D,0.0312770789755912
aggrescan_cdrh3_average_score,AC-SINS_pH7.4,0.0305591682601827,Aggrescan3D,0.0305591682601827
aggrescan_max_score,Tm1,-0.0301284126829971,Aggrescan3D,0.0301284126829971
aggrescan_cdrh3_average_score,Tm1,-0.0293641493096082,Aggrescan3D,0.0293641493096082
aggrescan_90_score,Tm1,0.0279545108349369,Aggrescan3D,0.0279545108349369
aggrescan_average_score,AC-SINS_pH6.0,0.0271292409530908,Aggrescan3D,0.0271292409530908
PSH - tap,Tonset,0.0258012823141481,tap,0.0258012823141481
solubility_probability - saprot,SEC %Monomer,-0.0255220000167489,saprot,0.0255220000167489
aggrescan_cdrh3_average_score,SEC %Monomer,-0.0242523887163972,Aggrescan3D,0.0242523887163972
aggrescan_max_score,HAC,-0.0238463005336014,Aggrescan3D,0.0238463005336014
Viscosity - deep-viscosity,SEC %Monomer,-0.0226036392916792,DeepViscosity,0.0226036392916792
aggrescan_max_score,Titer,-0.0218947825112391,Aggrescan3D,0.0218947825112391
PSH - tap,PR_CHO,0.0209381900169799,tap,0.0209381900169799
aggrescan_max_score,Tm2,-0.0199308718790671,Aggrescan3D,0.0199308718790671
PSH - tap,Purity,-0.0198292183035963,tap,0.0198292183035963
CDR Length - tap,PR_Ova,-0.0191507855521124,tap,0.0191507855521124
SFvCSP - tap,Tm2,-0.0179541460075494,tap,0.0179541460075494
aggrescan_max_score,AC-SINS_pH7.4,0.0177424118352705,Aggrescan3D,0.0177424118352705
Viscosity - deep-viscosity,Purity,-0.0164122333153846,DeepViscosity,0.0164122333153846
PSH - tap,Tm1,0.0149070260126188,tap,0.0149070260126188
PNC - tap,HIC,0.0102627218889135,tap,0.0102627218889135
PPC - tap,Tm2,-0.0098872681569066,tap,0.0098872681569066
PNC - tap,Purity,0.0096311210026764,tap,0.0096311210026764
aggrescan_90_score,SEC %Monomer,-0.0069533060784548,Aggrescan3D,0.0069533060784548
solubility_probability - saprot,Titer,-0.0068735643986468,saprot,0.0068735643986468
aggrescan_cdrh3_average_score,PR_Ova,-0.0057045278689166,Aggrescan3D,0.0057045278689166
Viscosity - deep-viscosity,Tonset,-0.0052886682383666,DeepViscosity,0.0052886682383666
aggrescan_90_score,Tm2,0.0014898396535596,Aggrescan3D,0.0014898396535596
aggrescan_90_score,Tonset,-0.0012258917323618,Aggrescan3D,0.0012258917323618
solubility_probability - saprot,SMAC,-0.0008774163836285,saprot,0.0008774163836285
aggrescan_average_score,Titer,-0.0003490541872287,Aggrescan3D,0.0003490541872287
PSH - tap,AC-SINS_pH6.0,-6.566404038227427e-05,tap,6.566404038227427e-05