> For the complete documentation index, see [llms.txt](https://medomicslab.gitbook.io/medomics-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://medomicslab.gitbook.io/medomics-docs/medomicslab-docs-v0/tutorials/development/evaluation-module.md).

# Evaluation Module

{% hint style="info" %}
At this point, you should have generated at least, one model from the [learning module](/medomics-docs/medomicslab-docs-v0/tutorials/development/learning-module.md)
{% endhint %}

{% embed url="<https://youtu.be/yfZe3JpvlXc>" %}
Evaluation Module
{% endembed %}

## 1. Create an Evaluation

<div data-full-width="true"><figure><img src="https://content.gitbook.com/content/7cVTUTkb3KodRR4EGOZH/blobs/KZ2bGSGxvL4JtHI2p7FS/Evaluation_module_1.png" alt=""><figcaption></figcaption></figure> <figure><img src="https://content.gitbook.com/content/7cVTUTkb3KodRR4EGOZH/blobs/BQNaM7OzZ0N3hxYUwKMk/Evaluation_module_2.png" alt=""><figcaption></figcaption></figure></div>

## 2. Open and configure your Evaluation

Double click on the .medeval file

<div data-full-width="true"><figure><img src="https://content.gitbook.com/content/7cVTUTkb3KodRR4EGOZH/blobs/2wv6BO3CAujiAMoivOR3/Evaluation_module_3.png" alt=""><figcaption></figcaption></figure> <figure><img src="https://content.gitbook.com/content/7cVTUTkb3KodRR4EGOZH/blobs/JgZprTzdDKJ1CugAQFAN/Evaluation_module_4.png" alt=""><figcaption></figcaption></figure></div>

{% hint style="warning" %}
The chosen dataset's columns must match the dataset's columns on which the model has been run. Otherwise, an error will explain it so you won't be able to run the evaluation&#x20;
{% endhint %}

## 3. Analyze results

<figure><img src="https://content.gitbook.com/content/7cVTUTkb3KodRR4EGOZH/blobs/KmwgTDA3MKU4r20juDP5/Evaluation_module_5.png" alt=""><figcaption></figcaption></figure>

Link to ExplainerDashboard : [here](https://explainerdashboard.readthedocs.io/en/latest/)


---

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