metadata

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 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`