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Table 1 Composition of the training and testing sets used to test the various weka classifiers

From: Using machine learning algorithms to identify genes essential for cell survival

Set

Training

Testing

Data

 

Positive

Negative

Positive

Negative

 

1

100

300

100

300

r,d,dd,g

2

100

100

100

100

r,d,dd,na

3

100

300

100

300

r,d,dd,na

4

100

400

100

400

r,d,dd,na,g

5

120

1700

101

1700

r,d,dd,na,rns

  1. [r: RNAi abstracts, d: drug only abstract, dd: drug interaction abstracts, na: not applicable, rns: random negative set]