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Binary Classification Using Logistic Regression vs Visualizations
Latest   Machine Learning

Binary Classification Using Logistic Regression vs Visualizations

Last Updated on July 25, 2023 by Editorial Team

Author(s): Gurami Keretchashvili

Originally published on Towards AI.

How to visualize a dataset using Seaborn? how to create a machine learning model using logistic regression? Power of good visualization.

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In this tutorial, we will build a binary classification project that diagnoses whether a patient has diabetes or not. We will do it in two ways: 1. using only scatterplot visualizations and 2. using one of the popular machine learning algorithms — logistic regression. In the end, I will compare the results. It turned out data visualization also has significant power to do classification.

Here is the full YouTube video tutorial, if you prefer to watch it.

Logistic regression vs visualization (Image by the author)result gif by the author

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