Function reference
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Interpreter - Interpreter class description
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Predictor - Predictor class description
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Surrogate - Surrogate class description
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ale() - Constructs an ALE for a model.
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build.grid() - Build grid used for weights in distilled surrogate model
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center.preds() - Centers the predicted values for 1-d ICE and PDP plots or 2-d PDP plots
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distill() - Builds surrogate model from an interpreter object based on the univariate PDP functions of the original model.
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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.
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plot(<Interpreter>) - Plotting method for Interpretor model
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predict(<Predictor>) - Predict method for Predictor class
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predict(<Surrogate>) - Prediction method for the distilled surrogate model
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predict_ALE() - Prediction function for the ALE plots
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predict_ICE.Plotter() - Prediction Function for ICE Plots
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predict_PDP.1D.Plotter() - Prediction Function for PDP Plots
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predict_PDP.2D.Plotter() - Two Dimensional Prediction Curve for PDP Plots
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print(<Predictor>) - The Printing method for Predictor class
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set.center.at() - Sets a new center in the PDP and ICE plots made by an Interpreter
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set.grid.points() - Sets grid points used for plotting PDP and ICE plots