metadata

task_categories:
  - tabular-classification
language:
  - en
tags:
  - biology
pretty_name: Covertype
size_categories:
  - 100K<n<1M

Covertype

Classification of pixels into 7 forest cover types based on attributes such as elevation, aspect, slope, hillshade, soil-type, and more. The Covertype dataset from the UCI ML repository.

Configuration	Task	Description
encoding		Encoding dictionary showing original values of encoded features.
covertype	Multiclass classification	Classify the area as one of 7 cover classes.

Usage

from datasets import load_dataset

dataset = load_dataset("mstz/covertype", "covertype")["train"]