Function reference

Interpreter
 Interpreter class description

Predictor
 Predictor class description

Surrogate
 Surrogate class description

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 1d ICE and PDP plots or 2d PDP plots

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

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

predict(<Predictor>)
 Predict method for Predictor class

predict(<Surrogate>)
 Prediction method for the distilled surrogate model

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

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