# Abalone
The [Abalone dataset](https://archive-beta.ics.uci.edu/dataset/1/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**                         |
|-------------------|---------------------------|-----------------------------------------|
| abalone           | Regression                | Predict the age of the abalone.         |
| binary            | Binary classification     | Does the abalone have more than 9 rings?|

# Usage
```python
from datasets import load_dataset

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

# Features
Target feature in bold.

|**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]`      |
task_categories:tabular-regression task_categories:tabular-classification size_categories:1K<n<10K language:en license:cc abalone tabular_regression regression binary_classification region:us
{"language": ["en"], "license": "cc", "size_categories": ["1K<n<10K"], "task_categories": ["tabular-regression", "tabular-classification"], "pretty_name": "Abalone", "tags": ["abalone", "tabular_regression", "regression", "binary_classification"], "configs": ["abalone", "binary"]}
TAGS
#task_categories-tabular-regression #task_categories-tabular-classification #size_categories-1K<n<10K #language-English #license-cc #abalone #tabular_regression #regression #binary_classification #region-us 

Abalone
=======


The Abalone dataset from the UCI ML repository.
Predict the age of the given abalone.


Configurations and tasks
========================


Configuration: abalone, Task: Regression, Description: Predict the age of the abalone.
Configuration: binary, Task: Binary classification, Description: Does the abalone have more than 9 rings?


Usage
=====


Features
========


Target feature in bold.




TAGS
#task_categories-tabular-regression #task_categories-tabular-classification #size_categories-1K<n<10K #language-English #license-cc #abalone #tabular_regression #regression #binary_classification #region-us 
