ISSN 2394-5125
 

Research Article 


ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil.

Abstract
Employees are every organization‟s precious assets. So, if they left jobs suddenly, any company might incur huge costs. Since new hires not only absorb resources and energy but it will also take time for the newly recruited workers to make the respective company profitable. However, this paper proposes a decision support system that gives a deep insight into employee‟s behavior and whether he is willing to work in the organization or not. The attrition of the employees given in the open-source IBM dataset is predicted using three machine learning algorithms viz. Logistic Regression, Random Forest and Artificial Neural Networks.

Key words: Attrition, Logistic Regression, ANN, Random Forest, Machine Learning


 
ARTICLE TOOLS
Abstract
PDF Fulltext
How to cite this articleHow to cite this article
Citation Tools
Related Records
 Articles by Shravan Shah
Articles by Soham Alatekar
Articles by Yash Bhangare
Articles by Bhavesh Kasar
Articles by Prof. Rahul Patil
on Google
on Google Scholar


How to Cite this Article
Pubmed Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. JCR. 2020; 7(19): 2372-2380. doi:10.31838/jcr.07.19.286


Web Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. http://www.jcreview.com/?mno=114938 [Access: July 30, 2020]. doi:10.31838/jcr.07.19.286


AMA (American Medical Association) Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. JCR. 2020; 7(19): 2372-2380. doi:10.31838/jcr.07.19.286



Vancouver/ICMJE Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. JCR. (2020), [cited July 30, 2020]; 7(19): 2372-2380. doi:10.31838/jcr.07.19.286



Harvard Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil (2020) ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. JCR, 7 (19), 2372-2380. doi:10.31838/jcr.07.19.286



Turabian Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. 2020. ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. Journal of Critical Reviews, 7 (19), 2372-2380. doi:10.31838/jcr.07.19.286



Chicago Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. "ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS." Journal of Critical Reviews 7 (2020), 2372-2380. doi:10.31838/jcr.07.19.286



MLA (The Modern Language Association) Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil. "ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS." Journal of Critical Reviews 7.19 (2020), 2372-2380. Print. doi:10.31838/jcr.07.19.286



APA (American Psychological Association) Style

Shravan Shah, Soham Alatekar, Yash Bhangare, Bhavesh Kasar, Prof. Rahul Patil (2020) ANALYSIS OF EMPLOYEE ATTRITION AND IMPLEMENTING A DECISION SUPPORT SYSTEM PROVIDING PERSONALIZED FEEDBACK AND OBSERVATIONS. Journal of Critical Reviews, 7 (19), 2372-2380. doi:10.31838/jcr.07.19.286





Most Viewed Articles
  • ANALYTICAL RESULTS OF SLOPE FAILURE AND EFFECTIVE USE OF FLYCAM DATA: A CASE STUDY FROM KM 11 TO KM 13 ON THE 3B HIGHWAY, BACKAN PROVINCE OF VIETNAM
    VIETHA NGUYEN, HONGTHINH PHI, TRUONGTHANH PHI*
    JCR. 2020; 7(1): 1-5
    » Abstract » doi: 10.22159/jcr.07.01.01

  • ZOOTHERAPY AMONG THE ETHNIC GROUPS OF NORTH EASTERN REGION OF INDIA-A CRITICAL REVIEW
    KHIROD SANKAR DAS, SUDIPTA CHOUDHURY, K. CHANREILA L. NONGLAIT
    JCR. 2017; 4(2): 1-9
    » Abstract » doi: 10.22159/jcr.2017v4i2.14698

  • CADMIUM NANOPARTICLES AND ITS TOXICITY
    RAJNISH GUPTA
    JCR. 2019; 6(5): 1-7
    » Abstract » doi: 10.22159/jcr.2019v6i5.34073

  • RECENT THERAPEUTIC PROGRESS OF CHALCONE SCAFFOLD BEARING COMPOUNDS AS PROSPECTIVE ANTI-GOUT CANDIDATES
    DEBARSHI KAR MAHAPATRA, VIVEK ASATI, SANJAY KUMAR BHARTI
    JCR. 2019; 6(1): 1-5
    » Abstract » doi: 10.22159/jcr.2019v6i1.31760

  • ADVANCES OF HYDRAZONE LINKER IN POLYMERIC DRUG DELIVERY
    SHIVSHANKAR R. MANE
    JCR. 2019; 6(2): 1-4
    » Abstract » doi: 10.22159/jcr.2019v6i2.31833

  • Most Downloaded
  • CADMIUM NANOPARTICLES AND ITS TOXICITY
    RAJNISH GUPTA
    JCR. 2019; 6(5): 1-7
    » Abstract » doi: 10.22159/jcr.2019v6i5.34073

  • Multi Drug Resistance in Cancer Therapy-An Overview
    HARISH KADKOL, VIKAS JAIN, AMIT B PATIL*
    JCR. 2019; 6(6): 1-6
    » Abstract » doi: 10.22159/jcr.2019v6i6.35673

  • AN OVERVIEW ON MEDICINAL PLANTS FOR THE TREATMENT OF ACNE
    D. MANOGNA REDDY, VIKAS JAIN
    JCR. 2019; 6(6): 7-14
    » Abstract » doi: 10.22159/jcr.2019v6i6.35696

  • QUANTITATIVE ANALYSIS OF BIOLOGICAL NITROGEN FIXATION IN VARIOUS MODELS OF LEGUMES AND THE FACTORS INFLUENCING THE PROCESS: A REVIEW
    SAMEER SHARMA, ANIKET MALAGE, SIBI G.
    JCR. 2019; 6(6): 24-28
    » Abstract » doi: 10.22159/jcr.2019v6i6.35637

  • ANALYTICAL RESULTS OF SLOPE FAILURE AND EFFECTIVE USE OF FLYCAM DATA: A CASE STUDY FROM KM 11 TO KM 13 ON THE 3B HIGHWAY, BACKAN PROVINCE OF VIETNAM
    VIETHA NGUYEN, HONGTHINH PHI, TRUONGTHANH PHI*
    JCR. 2020; 7(1): 1-5
    » Abstract » doi: 10.22159/jcr.07.01.01

  • Most Cited Articles
  • ZOOTHERAPY AMONG THE ETHNIC GROUPS OF NORTH EASTERN REGION OF INDIA-A CRITICAL REVIEW
    KHIROD SANKAR DAS, SUDIPTA CHOUDHURY, K. CHANREILA L. NONGLAIT
    JCR. 2017; 4(2): 1-9
    » Abstract » doi: 10.22159/jcr.2017v4i2.14698
    Cited : 1 time [Click to see citing article]