h2o.get_variable_inflation_factors: Return the variable inflation factors associated with...

In h2o: R Interface for the 'H2O' Scalable Machine Learning Platform

Return the variable inflation factors associated with numerical predictors for GLM models.

Description

Return the variable inflation factors associated with numerical predictors for GLM models.

Usage

h2o.get_variable_inflation_factors(object)

Arguments

object

An H2OModel object.

Examples

## Not run: 
library(h2o)
h2o.init()

f <- "https://s3.amazonaws.com/h2o-public-test-data/smalldata/junit/cars_20mpg.csv"
cars <- h2o.importFile(f)
predictors <- c("displacement", "power", "weight", "acceleration", "year")
response <- "cylinders"
cars_split <- h2o.splitFrame(data = cars, ratios = 0.8, seed = 1234)
train <- cars_split[[1]]
valid <- cars_split[[2]]
cars_glm <- h2o.glm(seed = 1234, 
                    lambda=0.0,
                    compute_p_values=TRUE,
                    generate_variable_inflation_factors=TRUE,     
                    x = predictors, 
                    y = response, 
                    training_frame = train, 
                    validation_frame = valid)
h2o.get_variable_inflation_factors(cars_glm)

## End(Not run)

h2o documentation built on May 29, 2024, 4:26 a.m.