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Table 3 Results of LOPO cross-validation

From: Identification of properties important to protein aggregation using feature selection

Predictor TP FN FP TN Ac MCC
ProA-SVM (7 features) 148 36 38 132 0.791 0.5811
ProA-RF (10 features) 146 38 41 129 0.7768 0.5527
  1. TP: the number of True Positive samples; FN: the number of False Negative samples; FP: the number of false positive samples and TP: the number of true positive samples. Ac: Accuracy. MCC: Matthews correlation coefficient.