Datasets:
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---
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` |
|