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

Result

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

estate + FCModel

Submitted on: December 08, 2023ID: A2Rh9vo6hajXoLm2EmkP8

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baseline

null model

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Detailed Results

Test set	Target label	Metric	Score
test	EGFR	r2	0.04765765458730842
test	EGFR	pearsonr	0.6844799248500042
test	EGFR	spearmanr	0.5186567441762582
test	EGFR	explained_var	0.25597435203117647
test	EGFR	mean_squared_error	976.2029608658162
test	EGFR	mean_absolute_error	18.671229044509094
test	EGFR_(L858R_mutant)	r2	-0.0382797041855385
test	EGFR_(L858R_mutant)	pearsonr	0.6288101749328406
test	EGFR_(L858R_mutant)	spearmanr	0.5194970604888298
test	EGFR_(L858R_mutant)	explained_var	0.23752646107060016
test	EGFR_(L858R_mutant)	mean_squared_error	1140.893055890522
test	EGFR_(L858R_mutant)	mean_absolute_error	20.403988891775544