Table 6:
Maximum training (Tr_Acc) and testing (Ts_Acc) accuracies of MLP, TLBO-MLP, Jaya-MLP, ELM, TLBO-ELM, Jaya-ELM and CJaya-ELM.
Dataset | MLP | TLBO-MLP | Jaya-MLP | ELM | TLBO-ELM | Jaya-ELM | CJaya-ELM | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | Tr_Acc | Ts_Acc | |
Pima | 0.8165 | 0.7278 | 0.8835 | 0.7600 | 0.917 | 0.7637 | 0.9865 | 0.8721 | 1 | 0.9675 | 1 | 0.968 | 1 | 0.9687 |