---
language:
- en
tags:
- student performance
- tabular_classification
- multiclass_classification
pretty_name: Diamond
size_categories:
- 1k<n<100K
task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- encoding
- cut
---
# Diamonds
The [Diamonds dataset](https://www.kaggle.com/datasets/ulrikthygepedersen/diamonds) from Kaggle.
Dataset collecting diamonds properties.

# Configurations and tasks
- `encoding` Encoding of non-numerical variables.
- `cut` Multiclass classification task, predict the cut quality of the diamond.

# Features
|**Feature**                        |**Description**|
|-----------------------------------|---------------|
|`carat`                            | `float32`     |
|`color`                            | `string`      |
|`clarity`                          | `float32`     |
|`depth`                            | `float32`     |
|`table`                            | `float32`     |
|`price`                            | `float32`     |
|`observation_point_on_axis_x`      | `float32`     |
|`observation_point_on_axis_y`      | `float32`     |
|`observation_point_on_axis_z`      | `float32`     |
|`cut`                              | `int8`        |