KEEL

Spec sheet

Purpose

KEEL is a Java software suite for data mining tasks including regression, classification, clustering, and pattern mining.Read 5 Oct 2026 · sci2s.ugr.es

Audience

The site describes KEEL as designed for research and education.Read 5 Oct 2026 · sci2s.ugr.es

Algorithms

The site lists 518 algorithms, including data preprocessing and classification algorithms.Read 5 Oct 2026 · sci2s.ugr.es

Data import

The manual says KEEL can convert datasets from CSV, ARFF, or plain text formats into KEEL format.Read 5 Oct 2026 · sci2s.ugr.es

Datasets

The download page says the software includes a basic dataset package and links to a repository with more than 600 datasets.Read 5 Oct 2026 · sci2s.ugr.es

Development group

The project members page identifies the University of Granada group as the coordinating node for KEEL development.Read 5 Oct 2026 · sci2s.ugr.es

Download

The download page offers the source code and a binary version for release 3.0 dated 2018-04-09.Read 5 Oct 2026 · sci2s.ugr.es

Experiment design

Its graphical interface lets users design experiments with multiple datasets and algorithms and generates files to run experiments offline on a machine with a Java Virtual Machine.Read 5 Oct 2026 · sci2s.ugr.es

Integration

The download page links to documentation for integrating new algorithms into KEEL.Read 5 Oct 2026 · sci2s.ugr.es

Modules

The suite includes modules for imbalanced learning, nonparametric statistical analysis, semi-supervised learning, and multiple instance learning.Read 5 Oct 2026 · sci2s.ugr.es

Preprocessing

KEEL includes preprocessing methods for transformation, discretization, instance and feature selection, and noise filtering.Read 5 Oct 2026 · sci2s.ugr.es

Runtime

KEEL requires a Java Virtual Machine; the reference manual says JVM version 1.7 or later should run the graphical interface and included algorithms.Read 5 Oct 2026 · sci2s.ugr.es

Security and license

The download page identifies KEEL as open-source software licensed under GPLv3.Read 5 Oct 2026 · sci2s.ugr.es

Statistical analysis

KEEL includes a statistical library and parametric and nonparametric tests for comparing algorithm results.Read 5 Oct 2026 · sci2s.ugr.es

Supported systems

The KEEL 3.0 paper states it can be used on Windows, Linux, and Mac OS X with Java 7 or later.Read 5 Oct 2026 · sci2s.ugr.es

Plans and prices

Every KEEL plan and price →

Where Specifiction places it

• Data Science Platforms#12 of 327.7