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

Result

polaris/pkis2-lok-slk-c-1_DGLGraphTransformer_PNAModel

DGLGraphTransformer + PNAModel

Submitted on: December 08, 2023ID: zqdl6nC4UmLpdpKi0p9a3

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baseline

null model

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Related benchmark

Detailed Results

Test set	Target label	Metric	Score
test	CLASS_LOK	f1	0.4067796610169491
test	CLASS_LOK	mcc	0.299724065377524
test	CLASS_LOK	pr_auc	0.2553191489361702
test	CLASS_LOK	roc_auc	0.6759259259259259
test	CLASS_LOK	accuracy	0.4696969696969697
test	CLASS_LOK	cohen_kappa	0.16485900216919736
test	CLASS_SLK	f1	0.1870503597122302
test	CLASS_SLK	mcc	0.0721254520424859
test	CLASS_SLK	pr_auc	0.10317460317460317
test	CLASS_SLK	roc_auc	0.5252100840336135
test	CLASS_SLK	accuracy	0.14393939393939395
test	CLASS_SLK	cohen_kappa	0.010350318471337605