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. Author manuscript; available in PMC: 2018 May 22.
Published in final edited form as: J Chem Inf Model. 2018 Feb 8;58(2):501–510. doi: 10.1021/acs.jcim.7b00397

Table 3.

Performance Comparison between the Ensemble Classifier and Single SVM Classifier with PPPS and PPPST Features on PATP-388 over 5-Fold Cross-Validation Tests

feature type classifier Sen (%) Spe (%) Acc (%) Pre (%) MCC AUC
PPPS singlea 58.05 98.11 96.58 55.04 0.547 0.919
ensembledb 57.52 98.86 97.27 66.69 0.605 0.913
PPPST singlea 65.49 98.25 96.99 59.74 0.610 0.935
ensembledb 64.04 98.88 97.55 69.57 0.655 0.932
a

”Single” represents the single SVM classifier.

b

”Ensembled” represents the ensemble classifier.