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Table 7 Comparison of the performance of ConLoc and Minimalist LR ensemble algorithm with 13 predictors on the Yeast Low-Res dataset

From: Minimalist ensemble algorithms for genome-wide protein localization prediction

 

The best element predictor of ConLoc: SherLoc

ConLoc

LR ensemble with 13 predictors as used in ConLoc

LR + minimalist algorithm to select K out of 13 predictors in ConLoc, K = 4

Cytosol

0.301

0.441

0.489

0.472

Mitochondrion

0.574

0.622

0.708

0.731

Nucleus

0.341

0.461

0.537

0.541

Secretory

0.533

0.537

0.608

0.605

Overall Accuracy

0.529

0.616

0.696

0.693