# How to evaluate the model accuracy with test data (not part of training)

**URL:** <https://support.prodi.gy/t/how-to-evaluate-the-model-accuracy-with-test-data-not-part-of-training/7114>\
**Category:** Uncategorized\
**Tags:** usage, ner, spacy\
**Created:** [February 22, 2024, 2:16pm UTC](https://support.prodi.gy/t/how-to-evaluate-the-model-accuracy-with-test-data-not-part-of-training/7114 "2024-02-22T14:16:13Z")\
**Posts on this page:** 1\
**Showing post:** 4

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**Author:** ![ryanwesslen](https://sea2.discourse-cdn.com/flex020/user_avatar/support.prodi.gy/ryanwesslen/32/2969_2.png) [@ryanwesslen](https://support.prodi.gy/u/ryanwesslen)\
**Post date:** [February 23, 2024, 8:09pm UTC](https://support.prodi.gy/t/how-to-evaluate-the-model-accuracy-with-test-data-not-part-of-training/7114/4 "2024-02-23T20:09:46Z")

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Thanks for the update!

> [@e101sg](#):
>
> Not sure, what is the issue?

So I'm not sure what's the problem.

I know you mentioned you received this warning:

```python
Components: ner Merging training and evaluation data for 1 components

```

But if your data only has `ner` annotations, this is what I'd expect.

Did you intend for the data in your datasets to have other annotations for a different component?

Sorry but can you clarify what's the problem?

I noticed you had the [previous thread](https://support.prodi.gy/t/ner-basic-model-doubt/7050/15) which I glanced through but didn't have a chance to go through extensively. So any additional background would be greatly appreciated.

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