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 PDP plots |

distill |
Builds surrogate model from an interpreter object based on the univariate PDP functions of the original model. |

Interpreter |
Interpreter class description |

localSurrogate |
Given a interpreter object with at least one pair of features, create a small surrogate model for the two features using the PDP function as the output and the two features as the independent variables. |

plot-Interpreter |
Plotting method for Interpretor model |

plot.Interpreter |
Plotting method for Interpretor model |

predict-Predictor |
Predict method for Predictor class |

predict-Surrogate |
Prediction method for the distilled surrogate model |

predict.Predictor |
Predict method for Predictor class |

predict.Surrogate |
Prediction method for the distilled surrogate model |

Predictor |
Predictor class description |

predict_ALE |
Prediction function for the ALE plots |

predict_ICE.Plotter |
Prediction Function for ICE Plots |

predict_PDP.1D.Plotter |
Prediction Function for PDP Plots |

predict_PDP.2D.Plotter |
Two Dimensional Prediction Curve for PDP Plots |

print-Predictor |
The Printing method for Predictor class |

print.Predictor |
The Printing method for Predictor class |

set.center.at |
Sets a new center in the PDP and ICE plots made by an Interpreter |

set.grid.points |
Sets grid points used for plotting PDP and ICE plots |

Surrogate |
Surrogate class description |