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

Result

polaris/pkis1-egfr-wt-mut-r-1_DGLGraphTransformer_PNAModel

DGLGraphTransformer + PNAModel

Submitted on: December 08, 2023ID: mtZ1r6T2fcn58q1Xn3UUS

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	EGFR	r2	0.09484149544989695
test	EGFR	pearsonr	0.48488871760326946
test	EGFR	spearmanr	0.3332444760381494
test	EGFR	explained_var	0.10469692727437441
test	EGFR	mean_squared_error	927.8369448244732
test	EGFR	mean_absolute_error	23.2556195594169
test	EGFR_(L858R_mutant)	r2	0.046003508072091415
test	EGFR_(L858R_mutant)	pearsonr	0.45458646370405753
test	EGFR_(L858R_mutant)	spearmanr	0.4060600226695746
test	EGFR_(L858R_mutant)	explained_var	0.08860326373824179
test	EGFR_(L858R_mutant)	mean_squared_error	1048.2801200840704
test	EGFR_(L858R_mutant)	mean_absolute_error	23.105799348676527