Table 5 Performance evaluations of various classification methods
Methods | Global performance | |||
|---|---|---|---|---|
Accuracy | Recall | Precision | CT(s) | |
EL-SCOA | 98.35 | 98.35 | 98.37 | 12.00 |
EL | 98.88 | 98.88 | 98.88 | 23.74 |
ANN | 93.70 | 93.70 | 93.73 | 3.53 |
KNN | 88.30 | 88.31 | 88.31 | 0.91 |
CFNN | 97.17 | 97.17 | 97.16 | 8.36 |
FFNN | 97.17 | 97.17 | 97.8 | 8.14 |
GRNN | 97.06 | 97.06 | 97.06 | 7.06 |
SVM | 92.14 | 92.14 | 92.16 | 15.69 |