multitest_evaluation {crtests}R Documentation

Create an evaluation of multiple tests

Description

Creates an object of class 'multitest_evaluation'

Usage

multitest_evaluation(evaluations, iterations, cross_validation,
  preserve_distribution, name, method, problem)

Arguments

evaluations

List of evaluation objects

iterations

Numeric. Number of times the test was conducted

cross_validation

Logical. Was cross-validation used as a sampling strategy?

preserve_distribution

Logical. Was preservation of class distribution between training and holdout set attempted?

name

Name of the test

method

Name of the method used in the test

problem

Name of the machine learning problem

Value

An object of type 'multitest_evaluation'. Attributes are:

evaluations List of evaluations
iterations Number of times the test was conducted
cross_validation Was cross-validation used as a sampling strategy?
preserve_distribution Was preservation of class distribution between training and holdout set attempted?
name Name of the method used in the test
problem Name of the machine learning problem

[Package crtests version 0.2.1 Index]