Student Performance on an Entrance Examination
Donated on 12/9/2018
This dataset contains data of the candidates who qualified the medical entrance examination for admission to medical colleges of Assam of a particular year and collected by Prof. Jiten Hazarika.
Dataset Characteristics
Multivariate
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
-
# Instances
666
# Features
11
Dataset Information
Additional Information
Performance, Gender, Caste, coaching, Class_ten_education, twelve_education, medium, Class_ X_Percentage, Class_ XII_Percentage, Father_occupation, Mother_occupation
Has Missing Values?
No
Variables Table
| Variable Name | Role | Type | Demographic | Description | Units | Missing Values |
|---|---|---|---|---|---|---|
| Performance | Target | Categorical | no | |||
| Gender | Feature | Categorical | Gender | no | ||
| Caste | Feature | Categorical | no | |||
| coaching | Feature | Categorical | no | |||
| Class_ten_education | Feature | Categorical | Education Level | no | ||
| twelve_education | Feature | Categorical | Education Level | no | ||
| medium | Feature | Categorical | no | |||
| Class_X_Percentage | Feature | Categorical | no | |||
| Class_XII_Percentage | Feature | Categorical | no | |||
| Father_occupation | Feature | Categorical | Occupation | no |
0 to 10 of 12
Additional Variable Information
Performance in Common Entrance Examination (CEE), Sex of the Candidate, Caste of the Candidate, Whether the candidate attended any coaching classes within Assam, outside Assam or not, Name of the board where the candidate studied at Class X level, Name of the board where the candidate studied at Class XII level, Medium of instructions for the study at Class XII level,The percentage secured by the candidate at Class X standard, The percentage secured by the candidate at Class XII standard, The occupation of the father of the candidate, The occupation of the mother of the candidate
Dataset Files
| File | Size |
|---|---|
| CEE_DATA.arff | 69.4 KB |
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pip install ucimlrepo
from ucimlrepo import fetch_ucirepo # fetch dataset student_performance_on_an_entrance_examination = fetch_ucirepo(id=582) # data (as pandas dataframes) X = student_performance_on_an_entrance_examination.data.features y = student_performance_on_an_entrance_examination.data.targets # metadata print(student_performance_on_an_entrance_examination.metadata) # variable information print(student_performance_on_an_entrance_examination.variables)
Student Performance on an Entrance Examination [Dataset]. (2018). UCI Machine Learning Repository. https://doi.org/10.24432/C58D0H.
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.