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Cancer Indication Prediction on MSK cohort oncology

0.778AUC-ROC Bladder

Hybrid (M+I)

Updated 1mo ago

Evaluation Results

Method	Links
Hybrid (M+I) 2026.01		0.778	0.686	0.818	0.766	0.698	0.76	0.751	0.698	0.75
Curr. (M+I) 2026.01		0.773	0.689	0.817	0.766	0.694	0.748	0.749	0.694	0.748
SFT (M) 2026.01		0.771	0.682	0.816	0.756	0.691	0.759	0.744	0.686	0.744
SFT (M+I) 2026.01		0.77	0.683	0.815	0.756	0.692	0.754	0.745	0.688	0.745
Curr. (M) 2026.01		0.769	0.675	0.818	0.758	0.702	0.746	0.743	0.681	0.743
Hybrid (M+I) 2026.01		0.764	0.674	0.819	0.757	0.695	0.749	0.742	0.693	0.744
Hybrid (M) 2026.01		0.763	0.691	0.805	0.746	0.667	0.748	0.737	0.667	0.735
Curr. (M+I) 2026.01		0.763	0.683	0.816	0.755	0.695	0.748	0.742	0.691	0.739
SFT (M+I) 2026.01		0.759	0.667	0.805	0.745	0.66	0.737	0.732	0.693	0.734
Curr. (M) 2026.01		0.759	0.692	0.803	0.743	0.669	0.754	0.726	0.672	0.722
Hybrid (M) 2026.01		0.752	0.687	0.801	0.744	0.671	0.756	0.717	0.666	0.723
SFT (M) 2026.01		0.751	0.665	0.803	0.744	0.656	0.752	0.729	0.678	0.73
Random Forest 2026.01		0.707	0.582	0.664	0.745	0.696	0.637	0.735	0.628	0.681
XGBoost 2026.01		0.701	0.641	0.671	0.735	0.695	0.659	0.731	0.643	0.689
Logistic Regression 2026.01		0.676	0.561	0.672	0.67	0.679	0.579	0.652	0.63	0.653