Algorithms | ALL | Cfs | PCA | |||
---|---|---|---|---|---|---|
Earlier study [25] | Current study | Earlier study [25] | Current study | Earlier study [25] | Current study | |
Selected Features â–¡ | 1,2,3,4,5,6 | 1,2,3,4,5,6,7,8,9 | 1 2 5 6 | 1,2,3,6,7,9 | 1,2,3,4,5,6 | 1,2,3,4,5,6,7,8 |
bayes_NaiveBayesUpdateable | 55.21 | 96.67 | 54.05 | 96.67 | 72.97 | 93.00 |
functions_smo_npolyk | 59.46 | 96.67 | 54.05 | 96.00 | 51.35 | 97.00 |
rules_DecisionTable | 48.65 | 96.00 | 54.05 | 96.00 | 70.27 | 92.33 |
functions_mlp | 81.08 | 97.67 | 59.46 | 96.67 | 81.08 | 96.00 |
bayes_nbay | 54.05 | 96.67 | 54.05 | 96.67 | 72.97 | 93.00 |
trees_j48 | 67.57 | 97.00 | 51.35 | 96.00 | 72.97 | 97.00 |
Average | Â | 97.39 | Â | 96.26 | Â | 94.53 |