Table 11 Summary of model performance
Model | Number of features | Classification accuracy | relative size | Relative performance | PSR |
|---|---|---|---|---|---|
Original | 22 | 0.7778 | 1 | 1 | 1 |
Filter #1 | 15 | 0.7222 | 0.6818 | 0.9285 | 1.3618 |
Final | 6 | 0.8148 | 0.2727 | 1.0476 | 3.8416 |
Model | Number of features | Classification accuracy | relative size | Relative performance | PSR |
|---|---|---|---|---|---|
Original | 22 | 0.7778 | 1 | 1 | 1 |
Filter #1 | 15 | 0.7222 | 0.6818 | 0.9285 | 1.3618 |
Final | 6 | 0.8148 | 0.2727 | 1.0476 | 3.8416 |