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Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic Data

Eric Valdez-Valenzuela, Ángel Kuri-Morales, Helena Gómez-Adorno

2021Lecture notes in computer science11 citationsDOI

Topics & Concepts

Categorical variableComputer scienceEncoding (memory)A priori and a posterioriArtificial intelligenceMachine learningEncoderMeasure (data warehouse)Supervised learningData miningArtificial neural networkOperating systemEpistemologyPhilosophyMachine Learning and Data ClassificationImbalanced Data Classification TechniquesMachine Learning and Algorithms
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