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Table 2 Accuracies estimated by 10-fold cross-validation.

From: Prediction of DNA-binding propensity of proteins by the ball-histogram method using automatic template search

 

Classifier

PD138/NB110

PD138/NB843

Ball Histograms

Random Forest

0.87 ± 0.08

0.88 ± 0.01

 

SVM

0.84 ± 0.07

0.87 ± 0.01

 

Logistic Regression

0.81 ± 0.05

0.87 ± 0.01

Szilágyi and Skolnick [7]

Random Forest

0.82 ± 0.07

0.87 ± 0.02

 

SVM

0.81 ± 0.05

0.87 ± 0.01

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BMC Bioinformatics

ISSN: 1471-2105

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