Table 1 Different BPNN models.
From: Classification of coal bursting liability of some chinese coals using machine learning methods
No. | Trained method | BPNN model |
|---|---|---|
1 | Gradient descent | Standard BPNN |
2 | Quantized conjugate gradient | SCG-BPNN |
3 | Fletcher-Reeves conjugate gradient | CGF-BPNN |
4 | Polak-Ribiere conjugate gradient | CGP-BPNN |
5 | Momentum gradient descent | GDM-BPNN |
6 | Adaptive lr gradient descent | GDA-BPNN |
7 | Adaptive lr momentum gradient descent | GDX-BPNN |
8 | Elastic gradient descent | RP-BPNN |
9 | Levenberg–Marquardt | LM-BPNN |
10 | Quasi-Newton | BFG-BPNN |
