Table 2.
Classification accuracy of the 3-layer CNN model with and without Whitening.
| Whitening-Aided Models | |||||||
|---|---|---|---|---|---|---|---|
| Accuracy | Base Model | Layer 1 | Layer 2 | Layer 3 | |||
| Method 1 | Method 2 | Method 1 | Method 2 | Method 1 | Method 2 | ||
| Average | 82.54 | 85.30 | 85.39 | 86.66 | 87.21 | 88.72 | 90.42 |
| Std Dev. | 0.0412 | 0.0253 | 0.0248 | 0.0238 | 0.0201 | 0.0198 | 0.0016 |