Table 7.
Results of the NNC performance on 15 subjects including 119 teeth including 75 vulnerable and 44 resistant teeth. NHL number of hidden layers, NSF number of selected features, parameter used in feature selection by maximum weights approach
NSF | Selected features | NHL | Accuracy (%) | |
---|---|---|---|---|
0 | 105 | All | 1 | 94.1 |
0.44 | 27 | 40, 55, 58, 64, 67, 68, 70, 71, 72, 75, 76, 79, 84, 88, 93, 95, 102, 105 | 2 | 91.6 |
0.56 | 17 | 9, 12, 13, 24, 34, 40, 55, 64, 67, 68, 71, 72, 75, 76, 79, 84, 93 | 3 | 99.2 |
0.61 | 12 | 9, 12, 34, 55, 64, 67, 68, 71, 72, 75, 76, 79 | 4 | 98.3 |
0.64 | 9 | 9, 12, 34, 55, 64, 67, 75, 76, 79 | 5 | 99.2 |
0.67 | 7 | 9, 55, 64, 67, 75, 76, 79 | 6 | 95.8 |
0.69 | 6 | 9, 64, 67, 75, 76, 79 | 7 | 99.2 |
0.70 | 5 | 64, 67, 75, 76, 79 | 8 | 96.6 |