R/models.R
h2o.get_variable_inflation_factors.Rd
Return the variable inflation factors associated with numerical predictors for GLM models.
h2o.get_variable_inflation_factors(object)
object | An H2OModel object. |
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# 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) # }