\label{tab:pred_results}Prediction results: Recall and F-measure (in brackets) values for all experimental set-ups
Classifier Without Feature Selection With Feature Selection
Class Imbalance Class Balance Class Imbalance Class Balance
Naive Bayes 0.409 (0.237) 0.783 (0.621) 0.318 (0.412) 0.783 (0.766)
Decision Tree 0.273(0.279) 0.682(0.667) 0.227(0.357) 0.652(0.682)
Probabilistic Neural Network 0.091(0.167) 0.783(0.72) 0.136(0.24) 0.783(0.74)