h2o.varimp-H2OModel-method: Retrieve the variable importance.
In h2o: R Interface for the 'H2O' Scalable Machine Learning Platform

h2o.varimp,H2OModel-method

R Documentation

Retrieve the variable importance.

Description

Retrieve the variable importance.

Usage

## S4 method for signature 'H2OModel'
h2o.varimp(object)

Arguments

object

An H2OModel object.

Examples

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

f <- "https://s3.amazonaws.com/h2o-public-test-data/smalldata/prostate/prostate_complete.csv.zip"
pros <- h2o.importFile(f)
response <- "GLEASON"
predictors <- c("ID", "AGE", "CAPSULE", "DCAPS", "PSA", "VOL", "DPROS")
model <- h2o.glm(x = predictors, y = response, training_frame = pros)
h2o.varimp(model)

## End(Not run)

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