@article{article8c732579, title = {The impact of feature scaling in machine learning: effects on regression and classification tasks}, author = {Pinheiro, João Manoel Herrera and Oliveira, Suzana Vilas Boas de and Silva, Thiago Henrique Segreto and Saraiva, Pedro Antonio Rabelo and Souza, Enzo Ferreira de and Godoy, Ricardo V. and Ambrosio, Leonardo André and Becker, Marcelo}, year = {2025}, doi = {10.1109/ACCESS.2025.3635541}, journal = {IEEE Access} }