Create README.md

README.md

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+---
+language:
+- en
+tags:
+- adult
+- tabular_classification
+- binary_classification
+pretty_name: Sonar
+size_categories:
+- 10K<n<100K
+task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
+- tabular-classification
+configs:
+- sonar
+---
+# 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", "sonar")["train"]
+```