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Table 5 Information gain-based ranking of features based on analysis of the training set with Weka 3.6 using default parameters.

From: Ensemble approach combining multiple methods improves human transcription start site prediction

Score

Feature

0.196

ARTS (+ strand)

0.195

ARTS (- strand)

0.182

Profisi

0.161

FirstEF

0.157

N-SCAN

0.153

Methylation (differentiated cells)

0.150

Methylation (stem cells)

0.113

Eponine

0.105

ProSOM

0.090

EP3

0.031

17-way conservation

  1. The top 5 features in this ranking were used to train the 'high specificity' SVM.