| --- |
| license: mit |
| tags: |
| - sklearn |
| - random-forest |
| - calibrated-classifier |
| library_name: sklearn |
| --- |
| |
| # Calibrated Random Forest Classifier |
|
|
| This is a calibrated Random Forest classifier trained with scikit-learn on two-photon (2p) ganglion cell layer (GCL) responses from the mouse retina. |
| The training data is from Baden et al. 2016 (https://datadryad.org/dataset/doi:10.5061/dryad.d9v38). |
|
|
| ## Usage |
| ```python |
| from gcl_classifier import model |
| |
| predictions = model.predict(X_test) |
| probabilities = model.predict_proba(X_test) |
| ``` |
