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Campus placements predictor using machine learning algorithms.

Authors :
Reddy, Rithika
Srilatha, Koleti
Tahani, Nada
Veeramsetty, Venkataramana
Source :
AIP Conference Proceedings. 2024, Vol. 2971 Issue 1, p1-6. 6p.
Publication Year :
2024

Abstract

These days, the students are worried about their placement opportunities in this competitive world. Getting placed in a company with good package is what students dream. In this paper, a machine learning model to predict the package with which the students will get placed in a company. If they have less package then they can try to improve their skills. Based on the marks they have scored in some technical subjects are used to predict the package of the student using machine learning model. In this paper, linear regression model, regression tree and random forest classifier models are used for p rediction. Among all these three models, random forest model is performing well with least error while prediction. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0094243X
Volume :
2971
Issue :
1
Database :
Academic Search Index
Journal :
AIP Conference Proceedings
Publication Type :
Conference
Accession number :
177675676
Full Text :
https://doi.org/10.1063/5.0195871