Tidying methods for Spark ML tree models

R/tidiers_ml_tree_models.R

ml_tree_tidiers

Description

These methods summarize the results of Spark ML models into tidy forms.

Usage

## S3 method for class 'ml_model_decision_tree_classification'
tidy(x, ...) 

## S3 method for class 'ml_model_decision_tree_regression'
tidy(x, ...) 

## S3 method for class 'ml_model_decision_tree_classification'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_decision_tree_classification`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_decision_tree_regression'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_decision_tree_regression`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_decision_tree_classification'
glance(x, ...) 

## S3 method for class 'ml_model_decision_tree_regression'
glance(x, ...) 

## S3 method for class 'ml_model_random_forest_classification'
tidy(x, ...) 

## S3 method for class 'ml_model_random_forest_regression'
tidy(x, ...) 

## S3 method for class 'ml_model_random_forest_classification'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_random_forest_classification`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_random_forest_regression'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_random_forest_regression`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_random_forest_classification'
glance(x, ...) 

## S3 method for class 'ml_model_random_forest_regression'
glance(x, ...) 

## S3 method for class 'ml_model_gbt_classification'
tidy(x, ...) 

## S3 method for class 'ml_model_gbt_regression'
tidy(x, ...) 

## S3 method for class 'ml_model_gbt_classification'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_gbt_classification`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_gbt_regression'
augment(x, newdata = NULL, ...) 

## S3 method for class '`_ml_model_gbt_regression`'
augment(x, new_data = NULL, ...) 

## S3 method for class 'ml_model_gbt_classification'
glance(x, ...) 

## S3 method for class 'ml_model_gbt_regression'
glance(x, ...) 

Arguments

Arguments	Description
x	a Spark ML model.
…	extra arguments (not used.)
newdata	a tbl_spark of new data to use for prediction.
new_data	a tbl_spark of new data to use for prediction.