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

Table 4.

Classification rates of test data with the Gaussian filter.

Classifier CNN SVM KNN RF DT NB BP CSK–DS
1 0.9044 0.8657 0.8246 0.8274 0.7903 0.7397 0.7443 0.9975
2 0.9032 0.8546 0.8341 0.8183 0.7842 0.7596 0.7564 0.9975
3 0.9065 0.8498 0.8167 0.8195 0.7605 0.7483 0.7345 0.9978
4 0.9047 0.8812 0.8054 0.7941 0.7862 0.7455 0.7697 0.9979
5 0.9021 0.8368 0.8132 0.8129 0.7917 0.7631 0.7487 0.9978
6 0.9066 0.8439 0.8055 0.8217 0.7791 0.7368 0.7661 0.9981
7 0.9005 0.8567 0.8371 0.8153 0.7849 0.7459 0.7546 0.9983
8 0.9091 0.8633 0.8174 0.8044 0.7924 0.7682 0.7468 0.9983
Average 0.9047 0.8565 0.8195 0.8142 0.7836 0.7508 0.7526 0.9979