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--- |
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configs: |
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- config_name: sonar |
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data_files: |
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- path: sonar/train.csv |
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split: train |
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default: true |
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language: en |
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license: cc |
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pretty_name: Sonar |
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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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# Sonar |
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The [Sonar dataset](https://archive-beta.ics.uci.edu/dataset/151/connectionist+bench+sonar+mines+vs+rocks) from the [UCI ML repository](https://archive.ics.uci.edu/ml/datasets). |
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Dataset to discriminate between sonar signals bounced off a metal cylinder and those bounced off a roughly cylindrical rock. |
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# Configurations and tasks |
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| **Configuration** | **Task** | **Description** | |
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|-------------------|---------------------------|-----------------------------------------------------------------| |
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| sonar | Binary classification | Is the sonar detecting a rock? | |
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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/sonar")["train"] |
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``` |
