Table 8 Performance metrics values and corresponding confusion tables for three different blending methods
Training set | Test set | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
Acc (%) | F1 (%) | Acc (%) | Pr (%) | r (%) | F1 (%) | MCC (%) | Actual class | Predicted class | ||
LC | NLC | |||||||||
Uniform blending | 99.5 | 99.7 | 88.3 | 91.3 | 93.6 | 92.5 | 67.3 | LC | 674 | 46 |
NLC | 64 | 163 | ||||||||
Linear blending | 99.5 | 99.7 | 88.4 | 91.6 | 93.5 | 92.5 | 67.8 | LC | 673 | 47 |
NLC | 62 | 165 | ||||||||
Any blending | 99.3 | 99.5 | 88.8 | 91.7 | 93.8 | 92.7 | 68.6 | LC | 675 | 45 |
NLC | 61 | 166 | ||||||||