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. 2020 Jan 14;2020:4071508. doi: 10.1155/2020/4071508

Table 6.

Performance comparison of different models on the CL317 dataset.

Methods Prediction accuracy (%)
Cy Me Mi Se Nu En OA
OF-SVM [3] 94.6 90.9 76.5 92.2 86.5 93.6 89.6
FTD-SVM [20] 92.9 89.1 82.4 70.6 86.5 93.6 89.0
BOW-SVM [6] 94.6 87.3 82.4 82.4 84.3 91.5 89.2
GA_DCCA-SVM [36] 92.9 89.1 82.4 76.5 84.6 93.6 89.0
OA-SVM [16] 96.1 95.7 93.9 98.0 95.5 100 96.0
IACC-SVM [18] 96.4 94.5 82.4 76.5 80.8 93.6 90.5
PSSMP [17] 92.0 92.7 82.4 76.5 90.4 93.6 90.5
EN-FKNN [37] 98.2 83.6 79.4 82.4 90.4 97.9 91.5
OA-MLSC [29] 95.5 93.6 96.4 94.1 94.2 94.1 94.8
This paper 100 100 100 94.69 97.03 100 98.47