Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction
Abstract & Details
Research Area
Computer Engineering
Keywords
Data Mining
Hybrid Classification Techniques
Government Employee’s Performance
Prediction.
Abstract
The precious awareness can be revealed through data mining process. In data mining, Taxonomy is one of the key tasks to communicate acquaintance from massive amount of data. Consequently right employee at right position is essential, and is the crate for executing a system using amalgam course of action based on Data Clustering and assessment Tree of Data Mining methods to assist the authority in decision making process for selecting the employee for posting and transfers. This anticipated research work projects how data clustering method can be applied for evaluating the employee recital. Different performance evaluation factors like personality, social sensitivity, efficiency, experience, punctuality, domain assignment of previous postings, ratings of previous work assignment etc. The consequence of the proposed research work predict the number of gov.employees selected for different types of work-assignment and discharged accordance to their performance
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Nirvesh Kumar | Bhagwant University |
| 2 | Dr. Raghav Mehra | Bhagwant University |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Kumar, Nirvesh & Mehra, Dr. Raghav (2022). Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction. International Journal of Advance Research and Innovative Ideas In Education, 8(5), 277-282.
MLA Style
Kumar, Nirvesh, and Dr. Raghav Mehra. "Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction." International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 5, 2022, pp. 277-282.
IEEE Style
Nirvesh Kumar and Dr. Raghav Mehra, "Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction," International Journal of Advance Research and Innovative Ideas In Education, vol. 8, no. 5, pp. 277-282, 2022.
Vancouver Style
Kumar Nirvesh, Mehra Dr. Raghav. Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction. International Journal of Advance Research and Innovative Ideas In Education. 2022;8(5):277-282.
Harvard Style
Kumar, Nirvesh & Mehra, Dr. Raghav (2022) 'Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction', International Journal of Advance Research and Innovative Ideas In Education, 8(5), pp. 277-282.
Chicago Style
Kumar, Nirvesh and Dr. Raghav Mehra. "Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction." International Journal of Advance Research and Innovative Ideas In Education 8, no. 5 (2022): 277-282.
Turabian Style
Kumar, Nirvesh and Dr. Raghav Mehra. "Applying Data Mining Hybrid Classification Techniques and Decision Tree approach for Government Employee’s Performance Prediction." International Journal of Advance Research and Innovative Ideas In Education 8, no. 5 (2022): 277-282.
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