README.md

---
language:
- en
tags:
- student performance
- tabular_classification
- binary_classification
pretty_name: Student Performance
size_categories:
- 100<n<1K
task_categories:  # Full list at https://github.com/huggingface/hub-docs/blob/main/js/src/lib/interfaces/Types.ts
- tabular-classification
configs:
- encoding
- math
- writing
- reading
---
# Student performance
The [Student performance dataset](https://www.kaggle.com/datasets/ulrikthygepedersen/student_performances) is cool.

# Configurations and tasks
- `encoding`, encoding dictionaries mapping binary and ordinal features to their value;
- `math` binary classification: has the student passed the math exam?
- `writing` binary classification: has the student passed the writing exam?
- `reading` binary classification: has the student passed the reading exam?

# Features
|**Feature**                        |**Type**   |
|-----------------------------------|-----------|
|`sex`                              |`int8`     |
|`ethnicity`                        |`string`   |
|`parental_level_of_education`      |`int8`     |
|`has_standard_lunch`               |`int8`     |
|`has_completed_preparation_test`   |`string`   |
|`reading_score`                    |`int64`    |
|`writing_score`                    |`int64`    |
|`math_score`                       |`int64`    |