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Table 7 Comparative analysis of proposed gene selection algorithm UMVMO-select over different combination of objective functions

From: Multi-view feature selection for identifying gene markers: a diversified biological data driven approach

Objective function

CA

Prostate

DLBCL

Child ALL

SNR

0.8333

0.792

0.727

Corr. dist.

0.754

0.7532

0.68

AI

0.784

0.779

0.709

SNR+Corr. dist.

0.901

0.8701

0.79

Corr. dist. + AI

0.872

0.831

0.763

SNR + AI

0.892

0.8441

0.781

SNR + Corr. dist. + AI

0.91176

0.922

0.8181