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

Result

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

DGLGraphTransformer + GCNModel

Submitted on: December 08, 2023ID: SkJrla7ziobYwC58JywuJ

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	EGFR	r2	-0.30586167325342295
test	EGFR	pearsonr	0.3732400771597947
test	EGFR	spearmanr	0.2546595863691583
test	EGFR	explained_var	0.09151453868362547
test	EGFR	mean_squared_error	1052.2221653909653
test	EGFR	mean_absolute_error	22.5447322598762