Appendix. Popular machine-learning algorithms





Requires normalization

Linear regression Regression Model a scalar target with one or more quantitative features. Although regression computes a linear combination, features can be transformed by nonlinear functions if relationships are known or can be guessed. R: Python: Linear Yes
Logistic regression Classification Categorize observations based on quantitative features; predict target class or probabilities of target classes. R: Python: ...

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