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中文Student performance
The Student performance dataset 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
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 |