create_and_run_test: Create test and run it

In sjoerdvds/crtests: Classification and Regression Tests

Description

A convenience function calling createtest first, then runs the test using runtest.

Usage

create_and_run_test(train_index, data, dependent,
  problem = c("classification", "regression"), method = c("randomForest",
  "rpart"), name, description, data_transform = identity,
  data_transform_name = "identity")

Arguments

train_index	A vector containing the rows from data to be used as the training
data	A data frame
dependent	The dependent variable: the name of the column containing the prediction goal
problem	Either classification or regression. This influences how the algorithms are trained and what method is used to determine performance
method	The regression or classification method
name	The name of the test. Printed in the test results
description	Optional. A more elaborate description of the test
data_transform	A quoted function name that transforms the data. It should maintain it in data frame form and maintain the dependent variable.
data_transform_name	The name of the data transformation function

Value

An object of class 'evaluation', containing the evaluated test

sjoerdvds/crtests documentation built on May 30, 2019, 12:05 a.m.