API Reference / algorithms /

associations/

Association rule mining algorithms.

This module provides algorithms for discovering interesting relationships (rules) between variables in large transaction datasets.

Algorithms

  • AprioriAssociator: The classic candidate-generation based association miner.
  • FPGrowthAssociator: Efficient tree-based miner without candidate generation.
  • ECLATAssociator: Vertical data format miner using depth-first search.

Modules