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. 2021 Jul 12;34(5):1237–1248. doi: 10.1007/s10278-021-00487-6

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, α parameter used in feature selection by maximum weights approach

α 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