ml_tree_tidiers: Tidying methods for Spark ML tree models

ml_tree_tidiersR Documentation

Tidying methods for Spark ML tree models

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

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.


sparklyr documentation built on Aug. 17, 2022, 1:11 a.m.