Research Article

An Efficient Feature Subset Selection Algorithm for Classification of Multidimensional Dataset

Table 8

Paired -test results of different evaluation metrics before and after applying MFSS for four classifiers.

MetricsJ48Accept/reject
Naive
Bayes
Accept/reject
SVMAccept/reject
IBkAccept/reject

Hamming score0.675Accept0.376Accept1.549Accept1.239Accept
Exact match1.111Accept0.166Accept1.577Accept1.110Accept