| ap | Depth of cutting (mm) |
| fz | Feed per tooth (mm/z) |
| vc | Cutting speed (m/min) |
| padding | Edge extension parameter |
| stride | Step size |
| kc | Number of convolution kernels |
| kp | Number of pooling kernels |
| θ | Parameter of the objective function |
| η | Learning rate |
| (m(i), n(i)) | Training set data pair |
| vt | Current velocity vector |
| vt−1 | Velocity vector of the previous moment |
| α | Momentum factor |
| n | Number of wear types |
| TP | Number of true positive samples |
| FP | Number of false positive samples |
| Fk | Wear degree detected by the ATWVD method |
| Ak | Wear value measured by the optical microscope |
| k | Number of measured tool wear images |