Table 5.
Prediction results of DT using CI selected features
Classifier | Number of features | Training success (%) |
Test success (%) |
||||
---|---|---|---|---|---|---|---|
SN | SP | AC | SN | SP | AC | ||
MLP | 4 | 77 | 92 | 86 | 27 | 58 | 44 |
5 | 97 | 85 | 90 | 73 | 47 | 59 | |
6 | 90 | 80 | 84 | 80 | 74 | 77 | |
7 | 87 | 87 | 87 | 87 | 79 | 82 | |
PNN | 4 | 93 | 92 | 93 | 47 | 90 | 71 |
5 | 100 | 82 | 90 | 73 | 68 | 71 | |
6 | 87 | 90 | 88 | 87 | 74 | 79 | |
7 | 90 | 90 | 90 | 73 | 68 | 71 |