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

Result

polaris/pkis2-egfr-wt-c-1_fcfp4_RandomForestClassifier

fcfp4 + RandomForestClassifier

Submitted on: December 08, 2023ID: xaoksfP8DPSTaeKvfqVcU

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baseline

null model

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Related benchmark

Detailed Results

Test set	Target label	Metric	Score
test	CLASS_EGFR	f1	0.47619047619047616
test	CLASS_EGFR	mcc	0.5364417807858202
test	CLASS_EGFR	pr_auc	0.3888888888888889
test	CLASS_EGFR	roc_auc	0.65625
test	CLASS_EGFR	accuracy	0.9236111111111112
test	CLASS_EGFR	cohen_kappa	0.44692737430167595