| --- |
| configs: |
| - config_name: abalone |
| data_files: |
| - path: abalone/train.csv |
| split: train |
| default: true |
| - config_name: binary |
| data_files: |
| - path: binary/train.csv |
| split: train |
| default: false |
| language: en |
| license: cc |
| pretty_name: Abalone |
| size_categories: 1M<n<10M |
| tags: |
| - tabular_classification |
| - binary_classification |
| - multiclass_classification |
| task_categories: |
| - tabular-classification |
| --- |
| # 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]` | |
