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

Result

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

pattern + RandomForestClassifier

Submitted on: December 08, 2023ID: ArqfswU4U3fgwau66wQGX

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	CLASS_EGFR	f1	0.4
test	CLASS_EGFR	mcc	0.47809144373375745
test	CLASS_EGFR	pr_auc	0.3333333333333333
test	CLASS_EGFR	roc_auc	0.625
test	CLASS_EGFR	accuracy	0.9166666666666666
test	CLASS_EGFR	cohen_kappa	0.37209302325581395