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mlbench (version 2.1-3.1)

Machine Learning Benchmark Problems

Description

A collection of artificial and real-world machine learning benchmark problems, including, e.g., several data sets from the UCI repository.

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Version

Install

install.packages('mlbench')

Monthly Downloads

36,661

Version

2.1-3.1

License

GPL-2

Maintainer

Friedrich Leisch

Last Published

May 5th, 2023

Functions in mlbench (2.1-3.1)

BostonHousing

Boston Housing Data
Glass

Glass Identification Database
BreastCancer

Wisconsin Breast Cancer Database
PimaIndiansDiabetes

Pima Indians Diabetes Database
Ionosphere

Johns Hopkins University Ionosphere database
HouseVotes84

United States Congressional Voting Records 1984
DNA

Primate splice-junction gene sequences (DNA)
Ozone

Los Angeles ozone pollution data, 1976
Satellite

Landsat Multi-Spectral Scanner Image Data
LetterRecognition

Letter Image Recognition Data
Vowel

Vowel Recognition (Deterding data)
bayesclass

Bayes classifier
Shuttle

Shuttle Dataset (Statlog version)
Sonar

Sonar, Mines vs. Rocks
Soybean

Soybean Database
Vehicle

Vehicle Silhouettes
Servo

Servo Data
as.data.frame.mlbench

Convert an mlbench object to a dataframe
mlbench.2dnormals

2-dimensional Gaussian Problem
Zoo

Zoo Data
mlbench.cassini

Cassini: A 2 Dimensional Problem
mlbench.friedman2

Benchmark Problem Friedman 2
mlbench.circle

Circle in a Square Problem
mlbench.smiley

The Smiley
mlbench.peak

Peak Benchmark Problem
mlbench.hypercube

Corners of Hypercube
mlbench.friedman3

Benchmark Problem Friedman 3
mlbench.simplex

Corners of d-dimensional Simplex
mlbench.shapes

Shapes in 2d
mlbench.spirals

Two Spirals Benchmark Problem
mlbench.ringnorm

Ringnorm Benchmark Problem
mlbench.threenorm

Threenorm Benchmark Problem
mlbench.cuboids

Cuboids: A 3 Dimensional Problem
mlbench.waveform

Waveform Database Generator
mlbench.friedman1

Benchmark Problem Friedman 1
mlbench.xor

Continuous XOR Benchmark Problem
mlbench.twonorm

Twonorm Benchmark Problem
plot.mlbench

Plot mlbench objects