com.microsoft.ml.spark.lightgbm
Protected method to predict local SHAP feature importance values for an instance.
Protected method to predict local SHAP feature importance values for an instance.
The local instance or row to compute the local SHAP values for.
The SHAP local feature importance values.
Public method for pyspark API to get the dense local SHAP feature importance values for an instance.
Public method for pyspark API to get the dense local SHAP feature importance values for an instance.
The local instance or row to compute the SHAP values for.
The local feature importance values.
Public method to get the global feature importance values.
Public method to get the global feature importance values.
split or gini
The global feature importance values.
Public method to get the vector local SHAP feature importance values for an instance.
Public method to get the vector local SHAP feature importance values for an instance.
The local instance or row to compute the SHAP values for.
The local feature importance values.
Alias for same method
Public method for pyspark API to get the sparse local SHAP feature importance values for an instance.
Public method for pyspark API to get the sparse local SHAP feature importance values for an instance.
The local feature importance values.
Protected method to predict leaf index.
Protected method to predict leaf index.
The local instance or row to compute the leaf index for.
The predicted leaf index.
Implementation based on ProbabilisticClassifier with slight modifications to avoid calling raw2probabilityInPlace to defer the probability calculation to lightgbm native code.
Implementation based on ProbabilisticClassifier with slight modifications to avoid calling raw2probabilityInPlace to defer the probability calculation to lightgbm native code.
input dataset
transformed dataset
Model produced by LightGBMClassifier.