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Table 6 The most frequent predictors selected by the minimalist algorithm with size of each K (noted by M) during the 10-fold cross-validation and the best combination of K predictors (noted by B) according to the exhaustive search result of the logistic regression ensemble on the Yeast dataset

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

Number of predictors

YLoc (2010)

NetLoc (2010)

MultiLoc2 (2009)

KnowPred (2009)

Subcell (2008)

WoLFPSORT (2007)

BaCelLo (2006)

CELLO (2006)

SubLoc (2001)

2

 

BM

   

BM

   

3

B

BM

M

  

BM

   

4

B

BM

BM

M

 

BM

   

5

B

BM

M

BM

 

BM

 

M

B

6

BM

BM

M

BM

 

BM

 

BM

B

7

BM

BM

M

M

B

BM

BM

BM

B

8

BM

BM

BM

BM

B

BM

M

BM

BM