From yesterday's mapping table, today we dig deep into the four most common tabular data algorithms. These are the most frequently tested builtins, and distinguishing which problems each solves best, input formats, and key hyperparameters is essential.
Gradient boosting trees. Powerful for both classification and regression, effectively the default for tabular data in Kaggle, practice, and exams.