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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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``` |
