Litcius/Paper detail

RuleCOSI+: Rule extraction for interpreting classification tree ensembles

Josue Obregon, Jae‐Yoon Jung

2022Information Fusion37 citationsDOI

Topics & Concepts

Boosting (machine learning)Gradient boostingComputer scienceRandom forestArtificial intelligenceMachine learningDecision treeEnsemble learningTree (set theory)Alternating decision treeData miningAlgorithmDecision tree learningIncremental decision treeMathematicsMathematical analysisMachine Learning and Data ClassificationImbalanced Data Classification TechniquesExplainable Artificial Intelligence (XAI)
RuleCOSI+: Rule extraction for interpreting classification tree ensembles | Litcius