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

Result

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

DGLGraphTransformer + GCNModel

Submitted on: December 08, 2023ID: dDlrvZEoawdyPFbHUux1e

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	CLASS_KIT	f1	0.5499999999999999
test	CLASS_KIT	mcc	0
test	CLASS_KIT	pr_auc	0.3793103448275862
test	CLASS_KIT	roc_auc	0.5
test	CLASS_KIT	accuracy	0.3793103448275862
test	CLASS_KIT	cohen_kappa	0
test	CLASS_KIT_(T6701_mutant)	f1	0.2772277227722772
test	CLASS_KIT_(T6701_mutant)	mcc	0
test	CLASS_KIT_(T6701_mutant)	pr_auc	0.16091954022988506
test	CLASS_KIT_(T6701_mutant)	roc_auc	0.5
test	CLASS_KIT_(T6701_mutant)	accuracy	0.16091954022988506
test	CLASS_KIT_(T6701_mutant)	cohen_kappa	0
test	CLASS_KIT_(V560G_mutant)	f1	0.25263157894736843
test	CLASS_KIT_(V560G_mutant)	mcc	0.08781140799175229
test	CLASS_KIT_(V560G_mutant)	pr_auc	0.14457831325301204
test	CLASS_KIT_(V560G_mutant)	roc_auc	0.5266666666666666
test	CLASS_KIT_(V560G_mutant)	accuracy	0.1839080459770115
test	CLASS_KIT_(V560G_mutant)	cohen_kappa	0.015303682448589151