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

Result

polaris/pkis2-egfr-wt-r-1_DGLGraphTransformer_GATModel

DGLGraphTransformer + GATModel

Submitted on: December 08, 2023ID: HiLoeNrMd9cg16vu1WZjP

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	EGFR	r2	-0.7355126010226698
test	EGFR	pearsonr	0.33135966610904566
test	EGFR	spearmanr	0.23138524748604963
test	EGFR	explained_var	0.017607233188232874
test	EGFR	mean_squared_error	1398.4213370484515
test	EGFR	mean_absolute_error	25.777560747207865