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Title: :  Employee's Performance Predication System Using C4.5 Classification Algorithm
PaperId: :  10723
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 4 2019
DUI:    16.0415/IJARIIE-10723
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Thin Thin SweLecturer
Phyu PhyuLecturer
Lei Yi HtweAssistant Lecturer
Theint Zarli MyintAssistant Lecturer

Abstract

Computer Engineering
C4.5 algorithm, employee performance, classification algorithms
The intelligent decision can be achieved by using classification and prediction methods. Two forms of data analysis are assumed that classification and prediction that can be used to extract the important data classes or to predict future data trends. The performance of the employee prediction is the task that deployed the right person with the right skill in the proper position at the appropriate point of time. This task has many managerial decisions that depend on various factors such as the duration of the service, the working time, the teaching skills and the outcome of the work. Taking managerial decisions on these issues can be a cause for misunderstanding, misunderstandings, discrimination and uncertain decisions. In this paper C4.5 classification algorithm is used to predict a target class.

Citations

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IJARIIE Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. "Employee's Performance Predication System Using C4.5 Classification Algorithm" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 4 2019 Page 1183-1191
MLA Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. "Employee's Performance Predication System Using C4.5 Classification Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 5.4(2019) : 1183-1191.
APA Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, & Theint Zarli Myint. (2019). Employee's Performance Predication System Using C4.5 Classification Algorithm. International Journal Of Advance Research And Innovative Ideas In Education, 5(4), 1183-1191.
Chicago Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. "Employee's Performance Predication System Using C4.5 Classification Algorithm." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 4 (2019) : 1183-1191.
Oxford Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. 'Employee's Performance Predication System Using C4.5 Classification Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, 2019, p. 1183-1191. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Employee_s_Performance_Predication_System_Using_C4_5_Classification_Algorithm_ijariie10723.pdf (Accessed : 15 July 2020).
Harvard Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. (2019) 'Employee's Performance Predication System Using C4.5 Classification Algorithm', International Journal Of Advance Research And Innovative Ideas In Education, 5(4), pp. 1183-1191IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Employee_s_Performance_Predication_System_Using_C4_5_Classification_Algorithm_ijariie10723.pdf (Accessed : 15 July 2020)
IEEE Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint, "Employee's Performance Predication System Using C4.5 Classification Algorithm," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 4, pp. 1183-1191, Jul-Aug 2019. [Online]. Available: http://ijariie.com/AdminUploadPdf/Employee_s_Performance_Predication_System_Using_C4_5_Classification_Algorithm_ijariie10723.pdf [Accessed : 15 July 2020].
Turabian Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. "Employee's Performance Predication System Using C4.5 Classification Algorithm." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 4 (15 July 2020).
Vancouver Thin Thin Swe, Phyu Phyu, Lei Yi Htwe, and Theint Zarli Myint. Employee's Performance Predication System Using C4.5 Classification Algorithm. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 15 July 2020]; 5(4) : 1183-1191. Available from: http://ijariie.com/AdminUploadPdf/Employee_s_Performance_Predication_System_Using_C4_5_Classification_Algorithm_ijariie10723.pdf
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