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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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+
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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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+
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+ # Usage
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("mstz/covertype", "covertype")["train"]
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+ ```