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Research / Coursework

Classification Model Study

Compare common classifiers and scaling methods in a notebook-based machine-learning study.

The idea

Compare common classifiers and scaling methods in a notebook-based machine-learning study.

What I worked on

Compared logistic regression, decision trees, random forests, ridge classification and support-vector classification.

Context & attribution

An educational comparison of classifiers on a breast-cancer dataset. This is not a diagnostic tool.