metadata
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 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 | Task | Description |
|---|---|---|
| sonar | Binary classification | Is the sonar detecting a rock? |
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/sonar")["train"]