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

Result

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

DGLGraphTransformer + GCNModel

Submitted on: December 08, 2023ID: KzA1GWmKJSqEoSqg2EcA7

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	CLASS_EGFR	f1	0.3561643835616438
test	CLASS_EGFR	mcc	0.22299501329914118
test	CLASS_EGFR	pr_auc	0.21666666666666667
test	CLASS_EGFR	roc_auc	0.6147540983606558
test	CLASS_EGFR	accuracy	0.36486486486486486
test	CLASS_EGFR	cohen_kappa	0.09474232170744401
test	CLASS_EGFR_(L858R_mutant)	f1	0.3380281690140845
test	CLASS_EGFR_(L858R_mutant)	mcc	0.1562047429783141
test	CLASS_EGFR_(L858R_mutant)	pr_auc	0.20449494587425623
test	CLASS_EGFR_(L858R_mutant)	roc_auc	0.5844892812105927
test	CLASS_EGFR_(L858R_mutant)	accuracy	0.36486486486486486
test	CLASS_EGFR_(L858R_mutant)	cohen_kappa	0.07154297917778973