Table 4.
Metrics | ADL | FSVM | MONN | N-ARNN | MH-GCA | Findings (%) |
---|---|---|---|---|---|---|
Accuracy | 94.57 | 96.72 | 96.14 | 96.83 | 98.45 | 2.48 |
MCC | 0.953 | 0.974 | 0.962 | 0.974 | 0.992 | 3.11 |
Error rate | 0.231 | 0.2065 | 0.1843 | 0.157 | 0.086 | 55.89 |
Inference: the introduced MH-GCA approach increased recognition of the air pollutants influence on COPD with 2.48% of accuracy, 3.11% of MCC and minimized the deviation up to 55.89% for various pollutants.