README.md

---
language:
- en
tags:
- abalone
- tabular_regression
- regression
pretty_name: Abalone
size_categories:
- 1K<n<10K
task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-regression
configs:
- abalone
---
# Abalone
The [Abalone dataset](https://archive.ics.uci.edu/ml/datasets/Abalone) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets).
Predict the age of the given abalone.

# Configurations and tasks
| **Configuration** | **Task**                  | Description                                                   |
|-------------------|---------------------------|---------------------------------------------------------------|
| Abalon            | Regression                | Predict the age of the abalone.                               |

# Usage
```
from datasets import load_dataset
from sklearn.tree import DecisionTreeClassifier

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

# Features
|**Feature**        |**Type**       |
|-------------------|---------------|
| sex               | `[string]`    |
| length            | `[float64]`   |
| diameter          | `[float64]`   |
| height            | `[float64]`   |
| whole_weight      | `[float64]`   |
| shucked_weight    | `[float64]`   |
| viscera_weight    | `[float64]`   |
| shell_weight      | `[float64]`   |
| number_of_rings   | `[int8]`      |