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; Leonardo André Ambrosio; Marcelo Becker (CoRR, 2025)