The Coron System

TL;DR

Coron is a versatile data mining toolkit focused on itemset extraction and association rule generation, offering extensive algorithms, data preparation, filtering, and interpretation tools, filling a unique niche in the field.

Contribution

This paper introduces Coron, a comprehensive and domain-independent toolkit specifically designed for itemset extraction and association rule generation, which was not available before.

Findings

Provides a rich collection of data mining algorithms.

Supports data preparation, filtering, and interpretation.

Fills a gap in existing data mining toolkits.

Abstract

Coron is a domain and platform independent, multi-purposed data mining toolkit, which incorporates not only a rich collection of data mining algorithms, but also allows a number of auxiliary operations. To the best of our knowledge, a data mining toolkit designed specifically for itemset extraction and association rule generation like Coron does not exist elsewhere. Coron also provides support for preparing and filtering data, and for interpreting the extracted units of knowledge.