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---
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]` | |