Guidelines for Method ComparisonRead the first pre-print from the Small Molecule Steering Committee

Result

polaris/pkis1-kit-wt-mut-c-1_avalon_FCModel

avalon + FCModel

Submitted on: December 08, 2023ID: AnRFr8oNKGzl7YpvD2nTZ

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	CLASS_KIT	f1	0.46153846153846156
test	CLASS_KIT	mcc	0.2748216535119013
test	CLASS_KIT	pr_auc	0.47104438211516253
test	CLASS_KIT	roc_auc	0.617003367003367
test	CLASS_KIT	accuracy	0.6781609195402298
test	CLASS_KIT	cohen_kappa	0.255045871559633
test	CLASS_KIT_(T6701_mutant)	f1	0.2711864406779661
test	CLASS_KIT_(T6701_mutant)	mcc	0.0474884052669321
test	CLASS_KIT_(T6701_mutant)	pr_auc	0.1705528188286809
test	CLASS_KIT_(T6701_mutant)	roc_auc	0.5322896281800391
test	CLASS_KIT_(T6701_mutant)	accuracy	0.5057471264367817
test	CLASS_KIT_(T6701_mutant)	cohen_kappa	0.034082106893880804
test	CLASS_KIT_(V560G_mutant)	f1	0.2727272727272727
test	CLASS_KIT_(V560G_mutant)	mcc	0.15217718205053643
test	CLASS_KIT_(V560G_mutant)	pr_auc	0.15789473684210525
test	CLASS_KIT_(V560G_mutant)	roc_auc	0.5733333333333333
test	CLASS_KIT_(V560G_mutant)	accuracy	0.26436781609195403
test	CLASS_KIT_(V560G_mutant)	cohen_kappa	0.04526748971193428