# FeatureImpactPlot with classification model trained on tabular data error

**URL:** <https://community.wolfram.com/t/featureimpactplot-with-classification-model-trained-on-tabular-data-error/25294>\
**Category:** Questions\
**Tags:** data-science, tuning-and-debugging, machine-learning\
**Created:** [March 23, 2025, 11:06pm UTC](https://community.wolfram.com/t/featureimpactplot-with-classification-model-trained-on-tabular-data-error/25294 "2025-03-23T23:06:08Z")\
**Posts on this page:** 2\
**Page:** 1

<div class="post-metadata">

**Author:** ![dalilaben](https://avatars.discourse-cdn.com/v4/letter/d/8edcca/32.png) [@dalilaben](https://community.wolfram.com/u/dalilaben)\
**Post date:** [March 23, 2025, 11:06pm UTC](https://community.wolfram.com/t/featureimpactplot-with-classification-model-trained-on-tabular-data-error/25294/1 "2025-03-23T23:06:08Z")

</div>

I built a classifier with a Tabular dataset.  
I tried to use

```
FeatureImpactPlot[c]

```

but I get the following errors:

> DistributionChart::ldata: \<\<1\>\> is not a valid dataset or list of  
> datasets. Part::partw

Does it mean that FeatureImpactPlot cannot work with Tabular datasets?

---

<div class="post-metadata">

**Author:** ![giulioa](https://yyz1.discourse-cdn.com/wolfram/user_avatar/community.wolfram.com/giulioa/32/18527_2.png) [@giulioa](https://community.wolfram.com/u/giulioa)\
**Post date:** [March 24, 2025, 10:13am UTC](https://community.wolfram.com/t/featureimpactplot-with-classification-model-trained-on-tabular-data-error/25294/2 "2025-03-24T10:13:30Z")

</div>

Hi Dalila,  
I cannot reproduce the error you see with this simple example

```auto
data = ResourceData["Sample Data: Fisher's Irises"];
c = Classify[data -> "Species"]
FeatureImpactPlot[c]

```

Can you share a sample of the data you are using?