# 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`    |
task_categories:tabular-classification size_categories:n<1K language:en license:cc student performance tabular_classification binary_classification region:us
{"language": ["en"], "license": "cc", "size_categories": ["n<1K"], "task_categories": ["tabular-classification"], "pretty_name": "Student Performance", "tags": ["student performance", "tabular_classification", "binary_classification"], "configs": ["encoding", "math", "writing", "reading"]}
TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #student performance #tabular_classification #binary_classification #region-us 

Student performance
===================


The Student performance dataset from Kaggle.


Configuration: encoding, Task: , Description: Encoding dictionary showing original values of encoded features.
Configuration: math, Task: Binary classification, Description: Has the student passed the math exam?
Configuration: writing, Task: Binary classification, Description: Has the student passed the writing exam?
Configuration: reading, Task: Binary classification, Description: Has the student passed the reading exam?


Usage
=====


Features
========




TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #student performance #tabular_classification #binary_classification #region-us 

passage: TAGS
#task_categories-tabular-classification #size_categories-n<1K #language-English #license-cc #student performance #tabular_classification #binary_classification #region-us 
