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Title: :  Student's Placement Prediction System
PaperId: :  20466
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 3 2023
DUI:    16.0415/IJARIIE-20466
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Pratiksha Popat KhamkarHSBPVT'S Parikrama COE, Kashti
Rutuja Sandip LagadHSBPVT'S Parikrama COE, Kashti
Priyanka Navanath ShindeHSBPVT'S Parikrama COE, Kashti
Shubhangi Mahadev LondheHSBPVT'S Parikrama COE, Kashti
Bhosale Swati S.HSBPVT'S Parikrama COE, Kashti

Abstract

Computer Engineering
placement prediction, KNN, Random forest
– Placement of students is one in every of the vital activities in academic establishments. Admission and name of establishments primarily depends on placements. Hence all institutions strive to strengthen placement department. The main objective of this paper is to analyze previous year’s student’s historical data and predict placement possibilities of current students and aids to increase the placement percentage of the institutions. We are not going to consider the placement of students not only by their academic performances but also aptitude, technical and communication skills, and segregating total student placement data into students placed in different streams to identify in which stream placements are more and use that data to predict the next year admission trends. Here we use different machine learning classification algorithms, namely KNearest Neighbors [KNN] algorithm, Random Forest. These algorithms independently predict the results and we then compare the efficiency of the algorithms, which is based on the dataset. This model helps the position cell at intervals a corporation to spot the potential students and concentrate to and improve their technical and social skills.

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IJARIIE Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. "Student's Placement Prediction System" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 3 2023 Page 2671-2676
MLA Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. "Student's Placement Prediction System." International Journal Of Advance Research And Innovative Ideas In Education 9.3(2023) : 2671-2676.
APA Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, & Bhosale Swati S.. (2023). Student's Placement Prediction System. International Journal Of Advance Research And Innovative Ideas In Education, 9(3), 2671-2676.
Chicago Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. "Student's Placement Prediction System." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 3 (2023) : 2671-2676.
Oxford Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. 'Student's Placement Prediction System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, 2023, p. 2671-2676. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Student_s_Placement_Prediction_System_ijariie20466.pdf (Accessed : ).
Harvard Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. (2023) 'Student's Placement Prediction System', International Journal Of Advance Research And Innovative Ideas In Education, 9(3), pp. 2671-2676IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Student_s_Placement_Prediction_System_ijariie20466.pdf (Accessed : )
IEEE Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S., "Student's Placement Prediction System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 3, pp. 2671-2676, May-Jun 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Student_s_Placement_Prediction_System_ijariie20466.pdf [Accessed : ].
Turabian Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. "Student's Placement Prediction System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 3 ().
Vancouver Pratiksha Popat Khamkar, Rutuja Sandip Lagad, Priyanka Navanath Shinde, Shubhangi Mahadev Londhe, and Bhosale Swati S.. Student's Placement Prediction System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(3) : 2671-2676. Available from: https://ijariie.com/AdminUploadPdf/Student_s_Placement_Prediction_System_ijariie20466.pdf
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