|
--- |
|
language: |
|
- en |
|
tags: |
|
- student performance |
|
- tabular_classification |
|
- binary_classification |
|
pretty_name: Student Performance |
|
size_categories: |
|
- n<1K |
|
task_categories: |
|
- tabular-classification |
|
configs: |
|
- encoding |
|
- math |
|
- writing |
|
- reading |
|
license: cc |
|
--- |
|
# Student performance |
|
The [Student performance dataset](https://www.kaggle.com/datasets/ulrikthygepedersen/student_performances) from Kaggle. |
|
|
|
| **Configuration** | **Task** | **Description** | |
|
|-------------------|---------------------------|-----------------------------------------------------------------| |
|
| encoding | | Encoding dictionary showing original values of encoded features.| |
|
| 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? | |
|
|
|
# Usage |
|
```python |
|
from datasets import load_dataset |
|
|
|
dataset = load_dataset("mstz/student_performance", "math")["train"] |
|
``` |
|
|
|
# Features |
|
|**Feature** |**Type** | |
|
|-----------------------------------|-----------| |
|
|`is_male` |`bool` | |
|
|`ethnicity` |`string` | |
|
|`parental_level_of_education` |`int8` | |
|
|`has_standard_lunch` |`bool` | |
|
|`has_completed_preparation_test` |`bool` | |
|
|`reading_score` |`int64` | |
|
|`writing_score` |`int64` | |
|
|`math_score` |`int64` | |
