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

Result

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

pattern + RandomForestClassifier

Submitted on: December 08, 2023ID: r34DJZu9aJU72Vn03inv9

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	CLASS_RET	f1	0.3478260869565218
test	CLASS_RET	mcc	0.3379564834565075
test	CLASS_RET	pr_auc	0.27950425453200145
test	CLASS_RET	roc_auc	0.6064111037673496
test	CLASS_RET	accuracy	0.8584905660377359
test	CLASS_RET	cohen_kappa	0.2882721575649059