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Performance metrics for retinal ganglion cells (RGCs) Regression.
| Machine learning algorithm | RSME | |
|---|---|---|
| Statistical | Wavelet | |
| Tree | 31.716 | 17.852 |
| SVM | 17.177 | 13.82 |
| Ensemble (Bagged) | 29.129 | 24.387 |
| Logistic regression | 44.622 | 24.873 |
| Gaussian process regression | 15.644 | 11.201 |
Bold font indicate the best performing regression model and its corresponding RSME.
