Datasets:
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README.md
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---
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task_categories:
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- tabular-classification
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language:
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- en
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tags:
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- biology
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pretty_name: Covertype
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size_categories:
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- 100K<n<1M
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---
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#Covertype
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Classification of pixels into 7 forest cover types based on attributes such as elevation, aspect, slope, hillshade, soil-type, and more.
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The [Covertype dataset](https://archive-beta.ics.uci.edu/dataset/31/covertype) from the [UCI ML repository](https://archive-beta.ics.uci.edu).
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| **Configuration** | **Task** | **Description** |
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|-------------------|---------------------------|-----------------------------------------------------------------|
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| encoding | | Encoding dictionary showing original values of encoded features.|
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| covertype | Multiclass classification | Classify the area as one of 7 cover classes. |
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# Usage
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```python
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from datasets import load_dataset
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dataset = load_dataset("mstz/covertype", "covertype")["train"]
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```
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