Table 1 Comparative analyses (%) of the deployed model based on PCA versus PCA + LDA method.
Proposed method | No. of features | G1020 | No. of features | ORIGA | ||||
---|---|---|---|---|---|---|---|---|
Acc | Sen | Spe | Acc | Sen | Spe | |||
PCA-MOD-POA+ELM | 32 | 93.14 | 94.78 | 92.49 | 32 | 96.34 | 97.06 | 96.07 |
PCA-LDA-MOD-POA+ELM | 28 | 93.25 | 93.26 | 93.22 | 28 | 96.75 | 96.97 | 96.67 |