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. 2020 Feb 20;20(4):1158. doi: 10.3390/s20041158

Table 3.

Classification rates of test data with the threshold filter.

Classifier CNN SVM KNN RF DT NB BP CSK–DS
1 0.9610 0.9524 0.9212 0.9285 0.9089 0.8458 0.856 1.0000
2 0.9612 0.9576 0.9054 0.9293 0.8908 0.8165 0.825 0.9988
3 0.9604 0.9255 0.9155 0.9192 0.8968 0.8228 0.8266 1.0000
4 0.9636 0.9351 0.9069 0.9086 0.8854 0.8462 0.824 1.0000
5 0.9622 0.9298 0.9124 0.9198 0.8862 0.8431 0.8166 1.0000
6 0.9686 0.9466 0.9026 0.9254 0.8788 0.8196 0.834 1.0000
7 0.9642 0.9522 0.9266 0.9171 0.9092 0.8347 0.8514 0.9999
8 0.9618 0.9772 0.9198 0.9254 0.8826 0.8412 0.8289 0.9982
Average 0.9628 0.9445 0.9138 0.9216 0.8923 0.8337 0.8328 0.9996