| | --- |
| | configs: |
| | - config_name: sonar |
| | data_files: |
| | - path: sonar/train.csv |
| | split: train |
| | default: true |
| | language: en |
| | license: cc |
| | pretty_name: Sonar |
| | size_categories: 1M<n<10M |
| | tags: |
| | - tabular_classification |
| | - binary_classification |
| | - multiclass_classification |
| | task_categories: |
| | - tabular-classification |
| | --- |
| | # Sonar |
| | 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). |
| | Dataset to discriminate between sonar signals bounced off a metal cylinder and those bounced off a roughly cylindrical rock. |
| |
|
| | # Configurations and tasks |
| | | **Configuration** | **Task** | **Description** | |
| | |-------------------|---------------------------|-----------------------------------------------------------------| |
| | | sonar | Binary classification | Is the sonar detecting a rock? | |
| |
|
| | # Usage |
| | ```python |
| | from datasets import load_dataset |
| | |
| | dataset = load_dataset("mstz/sonar")["train"] |
| | ``` |
