The Impact of Feature Scaling in Machine Learning: Effects on Regression and Classification Tasks

João Manoel Herrera Pinheiro, Suzana Vilas Boas de Oliveira, Thiago Henrique Segreto Silva, Pedro Antonio Rabelo Saraiva, Enzo Ferreira de Souza, Ricardo V. Godoy, Leonardo André Ambrosio, Marcelo Becker. The Impact of Feature Scaling in Machine Learning: Effects on Regression and Classification Tasks. IEEE Access, 13:199903-199931, 2025. [doi]

Authors

João Manoel Herrera Pinheiro

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Suzana Vilas Boas de Oliveira

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Thiago Henrique Segreto Silva

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Pedro Antonio Rabelo Saraiva

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Enzo Ferreira de Souza

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Ricardo V. Godoy

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Leonardo André Ambrosio

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Marcelo Becker

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