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. 2022 Oct 20;10:2100811. doi: 10.1109/JTEHM.2022.3213348

TABLE 5. Classification Results of Neural Networks and Selected Motor Indicators.

MLP (2 neurons) RBFN (3 neurons)
Motor indicator Training Accuracy Test Accuracy Overall Accuracy Training Accuracy Test Accuracy Overall Accuracy
Training MAPE Test MAPE Overall MAPE Training MAPE Test MAPE Overall MAPE
Pretest - posttest (7) 83.13% 60% 78.5% 81.25% 60% 77%
16.68% 24.06% 18.1% 14.78% 35.49% 18.92%
Posttest - pretest (7) 83.13% 52.5% 77% 84.38% 60% 79.5%
11.18% 28.84% 14.71% 8.09% 33.66% 13.2%
Clustering (6) 78.75% 60% 75% 78.12% 55% 73.5%
19.94% 27.29% 21.41% 17.11% 35.98% 20.88%