# 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](https://archive-beta.ics.uci.edu/dataset/31/covertype) from the [UCI ML repository](https://archive-beta.ics.uci.edu).

| **Configuration** | **Task**                  | **Description**                                                 |
|-------------------|---------------------------|-----------------------------------------------------------------|
| covertype         | Multiclass classification | Classify the area as one of 7 cover classes.                    |

# Usage
```python
from datasets import load_dataset

dataset = load_dataset("mstz/covertype")["train"]
```
task_categories:tabular-classification size_categories:100K<n<1M language:en license:cc biology UCI binary_classification multiclass_classification region:us
{"language": ["en"], "license": "cc", "size_categories": ["100K<n<1M"], "task_categories": ["tabular-classification"], "pretty_name": "Covertype", "tags": ["biology", "UCI", "binary_classification", "multiclass_classification"]}
TAGS
#task_categories-tabular-classification #size_categories-100K<n<1M #language-English #license-cc #biology #UCI #binary_classification #multiclass_classification #region-us 

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: covertype, Task: Multiclass classification, Description: Classify the area as one of 7 cover classes.


Usage
=====



TAGS
#task_categories-tabular-classification #size_categories-100K<n<1M #language-English #license-cc #biology #UCI #binary_classification #multiclass_classification #region-us 
