notesum.ai
Published at December 9Impact of Privacy Parameters on Deep Learning Models for Image Classification
cs.LG
cs.CR
Released Date: December 9, 2024

| Kernel type | Training loss | Training accuracy | Test loss | Test accuracy |
|---|---|---|---|---|
| Linear | 0 | 100.00% | 0.7692 | 23.08% |
| Poly | 0.4118 | 58.82% | 0.9615 | 3.85% |
| RBF | 0.1961 | 80.39% | 0.8462 | 15.38% |
| Sigmoid | 0.6275 | 37.25% | 0.8077 | 19.23% |