ml_tree_tidiers

0th

Percentile

Tidying methods for Spark ML tree models

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

Usage
# S3 method for ml_model_decision_tree_classification
tidy(x, ...)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

# S3 method for 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.

Aliases
  • ml_tree_tidiers
  • tidy.ml_model_decision_tree_classification
  • tidy.ml_model_decision_tree_regression
  • augment.ml_model_decision_tree_classification
  • augment.ml_model_decision_tree_regression
  • glance.ml_model_decision_tree_classification
  • glance.ml_model_decision_tree_regression
  • tidy.ml_model_random_forest_classification
  • tidy.ml_model_random_forest_regression
  • augment.ml_model_random_forest_classification
  • augment.ml_model_random_forest_regression
  • glance.ml_model_random_forest_classification
  • glance.ml_model_random_forest_regression
  • tidy.ml_model_gbt_classification
  • tidy.ml_model_gbt_regression
  • augment.ml_model_gbt_classification
  • augment.ml_model_gbt_regression
  • glance.ml_model_gbt_classification
  • glance.ml_model_gbt_regression
Documentation reproduced from package sparklyr, version 1.0.3, License: Apache License 2.0 | file LICENSE

Community examples

Looks like there are no examples yet.