Ilia Ilmer

Personal site and technical notebook

Ilia Ilmer

Writing about algorithms, systems, implementation details, and the parts of software work worth keeping around.

Latest posts

Projects, technical ideas, and implementation notes.

Linear Regression as the Simplest Classifier

In this post I wanted to describe a simple application of a linear least squares method to a problem of data classification. It is a naive approach and is unlikely to beat more sophisticated techniques like Logistic Regression, for instance.

Imports

Some imports we are going to need for this …

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