Man pages for distillML
Model Distillation and Interpretability Methods for Machine Learning Models
| ale | Constructs an ALE for a model. |
| build.grid | Build grid used for weights in distilled surrogate model |
| center.preds | Centers the predicted values for 1-d ICE and PDP plots or 2-d... |
| distill | Builds surrogate model from an interpreter object based on... |
| Interpreter | Interpreter class description |
| localSurrogate | Given a interpreter object with at least one pair of... |
| plot-Interpreter | Plotting method for Interpretor model |
| predict_ALE | Prediction function for the ALE plots |
| predict_ICE.Plotter | Prediction Function for ICE Plots |
| Predictor | Predictor class description |
| predict_PDP.1D.Plotter | Prediction Function for PDP Plots |
| predict_PDP.2D.Plotter | Two Dimensional Prediction Curve for PDP Plots |
| predict-Predictor | Predict method for Predictor class |
| predict-Surrogate | Prediction method for the distilled surrogate model |
| print-Predictor | The Printing method for Predictor class |
| set.center.at | Sets a new center in the PDP and ICE plots made by an... |
| set.grid.points | Sets grid points used for plotting PDP and ICE plots |
| Surrogate | Surrogate class description |
