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--- |
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configs: |
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- config_name: abalone |
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data_files: |
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- path: abalone/train.csv |
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split: train |
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default: true |
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- config_name: binary |
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data_files: |
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- path: binary/train.csv |
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split: train |
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default: false |
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language: en |
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license: cc |
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pretty_name: Abalone |
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size_categories: 1M<n<10M |
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tags: |
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- tabular_classification |
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- binary_classification |
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- multiclass_classification |
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task_categories: |
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- tabular-classification |
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--- |
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# Abalone |
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The [Abalone dataset](https://archive-beta.ics.uci.edu/dataset/1/abalone) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets). |
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Predict the age of the given abalone. |
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# Configurations and tasks |
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| **Configuration** | **Task** | **Description** | |
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|-------------------|---------------------------|-----------------------------------------| |
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| abalone | Regression | Predict the age of the abalone. | |
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| binary | Binary classification | Does the abalone have more than 9 rings?| |
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# Usage |
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```python |
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from datasets import load_dataset |
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dataset = load_dataset("mstz/abalone")["train"] |
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``` |
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# Features |
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Target feature in bold. |
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|**Feature** |**Type** | |
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|-----------------------|---------------| |
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| sex | `[string]` | |
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| length | `[float64]` | |
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| diameter | `[float64]` | |
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| height | `[float64]` | |
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| whole_weight | `[float64]` | |
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| shucked_weight | `[float64]` | |
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| viscera_weight | `[float64]` | |
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| shell_weight | `[float64]` | |
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| **number_of_rings** | `[int8]` | |
