hex.genmodel.algos.tree

Interface TreeSHAPPredictor<R>

All Superinterfaces:

java.io.Serializable

All Known Implementing Classes:

TreeSHAP, TreeSHAPEnsemble

public interface TreeSHAPPredictor<R>
extends java.io.Serializable

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static interface	TreeSHAPPredictor.Workspace

Method Summary

Modifier and Type	Method and Description
float[]	calculateContributions(R feat, float[] out_contribs)
float[]	calculateContributions(R feat, float[] out_contribs, int condition, int condition_feature, TreeSHAPPredictor.Workspace workspace)
double[]	calculateInterventionalContributions(R feat, R background, double[] out_contribs, int[] catOffsets, boolean expand)
int	getWorkspaceSize()
TreeSHAPPredictor.Workspace	makeWorkspace()

Method Detail

calculateContributions

float[] calculateContributions(R feat,
                               float[] out_contribs)

calculateContributions

float[] calculateContributions(R feat,
                               float[] out_contribs,
                               int condition,
                               int condition_feature,
                               TreeSHAPPredictor.Workspace workspace)

calculateInterventionalContributions

double[] calculateInterventionalContributions(R feat,
                                              R background,
                                              double[] out_contribs,
                                              int[] catOffsets,
                                              boolean expand)

makeWorkspace

TreeSHAPPredictor.Workspace makeWorkspace()

getWorkspaceSize

int getWorkspaceSize()