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mstz/student_performance

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 =… See the full description on the dataset page: https://huggingface.co/datasets/mstz/student_performance.

sourceHugging Faceccupdated 1y agoView on Hugging Face
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Student performance

The Student performance dataset from Kaggle.

**Configuration****Task****Description**
encodingEncoding dictionary showing original values of encoded features.
mathBinary classificationHas the student passed the math exam?
writingBinary classificationHas the student passed the writing exam?
readingBinary classificationHas 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_malebool
ethnicitystring
parental_level_of_educationint8
has_standard_lunchbool
has_completed_preparation_testbool
reading_scoreint64
writing_scoreint64
math_scoreint64