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Table 1 Classification results

From: Predictive modeling of anti-malarial molecules inhibiting apicoplast formation

Classifier* TP rate FP Rate TN rate FN rate ROC area Accuracy (%) BCR# Cost
CSC NB 41.8 21.4 78.6 58.2 65.1 74.81 59.5 2
CSC RF 51 20.9 79.1 49 70.8 76.27 64 40
MetaCost J48 44.6 21.1 78.9 55.4 62.3 75.38 61 9
  1. *CSC denotes CostSensitiveClassifier,#Balanced Classification Rate.