There are dozens of machine learning algorithms, ranging in complexity from linear regression and logistic regression to deep neural networks and ensembles (combinations of other models).

The choice of Logistic Regression as the foundational classification algorithm ... and comprehensive performance contrasts with other well-regarded machine learning algorithms tailored for spam ...

This is important because most of the machine learning algorithms assume that the input data is normally distributed and that all characteristics are of equal magnitude. StandardScaler normally will ...