---
metadata:
  - name: generator
    content: Diplodoc Platform v5.52.0
alternate:
  - https://catboost.ai/docs/en/features/eval-metrics.md
  - href: en/features/eval-metrics.md
    type: text/markdown
    title: Markdown version
  - href: ../llms.txt
    type: text/markdown
    title: llms.txt
---
> **Documentation Index:** Fetch the complete configuration index at https://catboost.ai/docs/en/llms.txt

# Calculate metrics

A list of specified metrics can be calculated for the given dataset using the   Python package.


## Python package

### [CatBoost](https://catboost.ai/docs/en/concepts/python-reference_catboost.md)

**Class purpose**

<!-- source: en/_includes/work_src/reusage-python/purpose.md -->
Training and applying models.
<!-- endsource: en/_includes/work_src/reusage-python/purpose.md -->

**Method**

 [eval_metrics](https://catboost.ai/docs/en/concepts/python-reference_catboost_eval-metrics.md)

**Description**

<!-- source: en/_includes/work_src/reusage/python__eval-metrics__purpose.md -->
Calculate the specified metrics for the specified dataset.
<!-- endsource: en/_includes/work_src/reusage/python__eval-metrics__purpose.md -->


### [CatBoostRegressor](https://catboost.ai/docs/en/concepts/python-reference_catboostregressor.md)

**Class purpose**

<!-- source: en/_includes/work_src/reusage-python/purpose.md -->
Training and applying models.
<!-- endsource: en/_includes/work_src/reusage-python/purpose.md -->

**Method**

 [eval_metrics](https://catboost.ai/docs/en/concepts/python-reference_catboostregressor_eval-metrics.md)

### [CatBoostClassifier](https://catboost.ai/docs/en/concepts/python-reference_catboostclassifier.md)

**Class purpose**

<!-- source: en/_includes/work_src/reusage-python/purpose.md -->
Training and applying models.
<!-- endsource: en/_includes/work_src/reusage-python/purpose.md -->

**Method**

 [eval_metrics](https://catboost.ai/docs/en/concepts/python-reference_catboostclassifier_eval-metrics.md)