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qeML (version 1.1)

Quick and Easy Machine Learning Tools

Description

The letters 'qe' in the package title stand for "quick and easy," alluding to the convenience goal of the package. We bring together a variety of machine learning (ML) tools from standard R packages, providing wrappers with a simple, convenient, and uniform interface.

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Version

Install

install.packages('qeML')

Monthly Downloads

394

Version

1.1

License

GPL (>= 2)

Issues

Pull Requests

Stars

Forks

Maintainer

Norm Matloff

Last Published

November 9th, 2023

Functions in qeML (1.1)

Utilities

Utilities
forest500

Subset of the Covertype data.
english

English vocabulary data
empAttrition

Employee Attrition Data
R Factor Utilities

R Factor Utilities
mlb

Major Leage Baseball player data set.
mlens

MovieLens User Summary Data
currency

Pre-Euro Era Currency Fluctuations
day,day1

Bike sharing data.
newadult

UCI adult income data set, adapted
nyctaxi

New York City Taxi Data
quizDocs

Course quiz documents
weatherTS

Weather Time Series
iranChurn

Iranian Customer Churn Data
prgeng

Silicon Valley programmers and engineers data
oliveoils

Italian olive oils data set.
ThyroidDisease

Thyroid Disease
lsa

Law School Admissions Data
Advanced Plots

Advanced Plots
ltrfreqs

Letter Frequencies
qe-Series Predictive Functions

Quick-and-Easy Machine Learning Wrappers
Prediction with Missing Values

Prediction with Missing Values
EPI GrowthData

EPI Growth Data
Feature Model Select

Feature Selection and Model Building
Variable Importance Measures

Variable Importance Measures
courseRecords

Records from several offerings of a certain course.
CancerMenopause

Swedish breast cancer.
Double Descent

Double Descent Phenomenon