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. 2017 Mar 9;17(3):549. doi: 10.3390/s17030549

Table 2.

Classification accuracies of models with different layers.

Label 3 Layers Model 4 Layers Model 5 Layers Model 6 Layers Model
Val Test Val Test Val Test Val Test
1 98.9% 98.2% 99.3% 98.2% 98.2% 98.9% 97.8% 98.9%
2 92.3% 92.6% 91.9% 91.5% 93.8% 91.5% 90.1% 90.8%
3 100% 100% 100% 100% 100% 100% 100% 100%
4 93.0% 84.9% 90.8% 85.7% 91.9% 87.1% 87.9% 83.5%
Total 96.0% 93.9% 95.5% 93.8% 96.0% 94.4% 93.9% 93.3%