|
|
--- |
|
|
configs: |
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|
- config_name: vehicles |
|
|
data_files: |
|
|
- path: vehicles/train.csv |
|
|
split: train |
|
|
default: true |
|
|
- config_name: glass |
|
|
data_files: |
|
|
- path: glass/train.csv |
|
|
split: train |
|
|
default: false |
|
|
- config_name: windows |
|
|
data_files: |
|
|
- path: windows/train.csv |
|
|
split: train |
|
|
default: false |
|
|
- config_name: containers |
|
|
data_files: |
|
|
- path: containers/train.csv |
|
|
split: train |
|
|
default: false |
|
|
- config_name: tableware |
|
|
data_files: |
|
|
- path: tableware/train.csv |
|
|
split: train |
|
|
default: false |
|
|
- config_name: headlamps |
|
|
data_files: |
|
|
- path: headlamps/train.csv |
|
|
split: train |
|
|
default: false |
|
|
language: en |
|
|
license: cc |
|
|
pretty_name: Glass |
|
|
size_categories: 1M<n<10M |
|
|
tags: |
|
|
- tabular_classification |
|
|
- binary_classification |
|
|
- multiclass_classification |
|
|
task_categories: |
|
|
- tabular-classification |
|
|
--- |
|
|
# Glass |
|
|
The [Glass dataset](https://archive-beta.ics.uci.edu/dataset/42/glass+identification) from the [UCI repository](https://archive-beta.ics.uci.edu). |
|
|
Classify the type of glass. |
|
|
|
|
|
# Configurations and tasks |
|
|
| **Configuration** | **Task** | **Description** | |
|
|
|-------------------|---------------------------|--------------------------| |
|
|
| glass | Multiclass classification | Classify glass type. | |
|
|
| windows | Binary classification | Is this windows glass? | |
|
|
| vehicles | Binary classification | Is this vehicles glass? | |
|
|
| containers | Binary classification | Is this containers glass?| |
|
|
| tableware | Binary classification | Is this tableware glass? | |
|
|
| headlamps | Binary classification | Is this headlamps glass? | |
|
|
|
|
|
|
|
|
|
|
|
# Usage |
|
|
```python |
|
|
from datasets import load_dataset |
|
|
|
|
|
dataset = load_dataset("mstz/glass", "glass")["train"] |
|
|
``` |
