Documents Network-based stratification of tumor mutations Matan Hofree.

Slide 1 Network-based stratification of tumor mutations Matan Hofree Slide 2 Goal Tumor stratification: to divide a heterogeneous population into clinically and biologically…

Documents Pictorial Demonstration Rescale features to minimize the LOO bound R 2 /M 2 x2x2 x1x1 R 2 /M 2 >1 M....

Slide 1 Pictorial Demonstration Rescale features to minimize the LOO bound R 2 /M 2 x2x2 x1x1 R 2 /M 2 >1 M R x2x2 R 2 /M 2 =1 M = R Slide 2 SVM Functional To the SVM…

Documents Pictorial Demonstration

Pictorial Demonstration Rescale features to minimize the LOO bound R2/M2 SVM Functional     To the SVM classifier we add an extra scaling parameters for feature selection:…