<h1 id="heading-what-are-the-assumptions-of-the-logistic-regression-algorithm">What are the assumptions of the Logistic Regression Algorithm?</h1>
<img src="https://cdn.hashnode.com/res/hashnode/image/upload/v1659362146577/GeWjlxSuv.jpg" alt="types-of-regression.jpeg_cleanup.jpg" />
<ul>
<li>It assumes that there is an appropriate structure of the output label.
</li>
<li>All observations are independent of each other.
</li>
<li>There is little or no multicollinearity in the dataset.
</li>
<li>It also assumes that the dataset consists of a very large sample of the population.
</li>
</ul>

# What are the assumptions of the Logistic Regression Algorithm?


![types-of-regression.jpeg_cleanup.jpg](https://cdn.hashnode.com/res/hashnode/image/upload/v1659362146577/GeWjlxSuv.jpg align="left")

- It assumes that there is an appropriate structure of the output label.

- All observations are independent of each other.

- There is little or no multicollinearity in the dataset.

- It also assumes that the dataset consists of a very large sample of the population.

Assumptions of the Logistic Regression Algorithm

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