task_categories:tabular-classification size_categories:1K<n<10K language:en license:cc isolet tabular_classification binary_classification multiclass_classification UCI region:us
@misc{misc_isolet_54,
  author       = {Cole,Ron & Fanty,Mark},
  title        = {{ISOLET}},
  year         = {1994},
  howpublished = {UCI Machine Learning Repository},
  note         = {{DOI}: \\url{10.24432/C51G69}}
}
---
language:
- en
tags:
- isolet
- tabular_classification
- binary_classification
- multiclass_classification
- UCI
pretty_name: Isolet
size_categories:
- 1K<n<10K
task_categories:
- tabular-classification
configs:
- isolet
license: cc
---
# Isolet
The [Isolet dataset](https://archive-beta.ics.uci.edu/dataset/54/isolet) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).


# Configurations and tasks
| **Configuration** | **Task**                  | Description              |
|-------------------|---------------------------|--------------------------|
| isolet            | Multiclass classification | What letter was uttered? |

# Usage
```python
from datasets import load_dataset

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