# 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"]
```
task_categories:tabular-classification size_categories:n<1K language:en license:cc adult tabular_classification binary_classification UCI region:us
{"language": ["en"], "license": "cc", "size_categories": ["n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "Sonar", "tags": ["adult", "tabular_classification", "binary_classification", "UCI"], "configs": ["sonar"]}
TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #adult #tabular_classification #binary_classification #UCI #region-us 

Sonar
=====


The Sonar dataset from the UCI ML repository.
Dataset to discriminate between sonar signals bounced off a metal cylinder and those bounced off a roughly cylindrical rock.


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


Configuration: sonar, Task: Binary classification, Description: Is the sonar detecting a rock?


Usage
=====



TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #adult #tabular_classification #binary_classification #UCI #region-us 
