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.

Three Ways to Deal With Imbalance

In this post, I put together an interesting example of what to do with imbalanced datasets and why precision and recall matter.

Introduction

The following is part of a Machine learning assignment I had to do while at CUNY. This particular example illustrates quite well the importance of understanding various …

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