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