Algorithm | Accuracy | Precision | Recall | \(F_{1}\)-score | Kappa |
---|---|---|---|---|---|
Avg. ± SD. | Avg. ± SD. | Avg. ± SD. | Avg. ± SD. | Avg. ± SD. | |
NB | 72.27 ± 5.03 | 72.36 ± 5.63 | 76.23 ± 5.61 | 72.84 ± 5.81 | 0.57 ± 0.09 |
TAN | 72.18 ± 3.53 | 72.41 ± 6.66 | 76.43 ± 6.16 | 73.33 ± 6.95 | 0.56 ± 0.05 |
SVM | 66.90 ± 4.59 | 67.86 ± 4.91 | 71.89 ± 6.22 | 69.23 ± 6.73 | 0.49 ± 0.07 |
DT | 69.63 ± 5.21 | 69.63 ± 3.27 | 72.79 ± 2.74 | 70.04 ± 3.18 | 0.52 ± 0.08 |
RF | 70.27 ± 4.06 | 71.28 ± 4.45 | 73.82 ± 4.24 | 71.11 ± 4.46 | 0.54 ± 0.06 |
RVFL | 71.53 ± 5.67 | 72.51 ± 4.56 | 76.56 ± 6.21 | 73.11 ± 5.55 | 0.56 ± 0.09 |
ATAN | 72.21 ± 4.78 | 72.25 ± 4.96 | 76.43 ± 6.78 | 73.01 ± 5.99 | 0.58 ± 0.09 |
HC-TAN | 72.12 ± 5.01 | 72.07 ± 5.73 | 75.33 ± 3.71 | 72.73 ± 5.11 | 0.58 ± 0.10 |
HC-SP-TAN | 71.09 ± 7.03 | 71.82 ± 5.34 | 74.27 ± 5.01 | 72.11 ± 5.28 | 0.55 ± 0.09 |
BSEJ | 71.63 ± 6.03 | 71.76 ± 4.65 | 74.80 ± 5.12 | 72.26 ± 4.51 | 0.56 ± 0.09 |
FSSJ | 72.27 ± 4.43 | 72.35 ± 4.75 | 76.20 ± 6.86 | 72.81 ± 6.26 | 0.58 ± 0.09 |
\((\mu ,\lambda )\)-TAN | 75.05 ± 3.86 | 74.85 ± 4.58 | 77.85 ± 4.46 | 75.51 ± 6.36 | 0.60 ± 0.07 |