(PDF) Employee Performance Prediction: An Integrated …
Feb 10, 2024 · This research study aimed to analyze the organizational factors that caused employee attrition and the prediction of employee attrition using machine learning techniques. The four machine...
Machine Learning Approach for Employee Performance Prediction ... - GitHub
This project offers a streamlined interface for predicting employee performance using a machine learning model integrated with a Flask web application. The XGBoost model's high accuracy ensures reliable predictions, while the user-friendly interface allows easy …
Predictive HR Analytics: Employee Promotion Evaluation with Machine …
Aug 13, 2023 · In this study, our goal is to predict employee promotions using machine learning techniques. The provided data is processed and explored to understand its characteristics. The code then trains and...
Research on Employee Performance Prediction Based on Machine Learning …
This paper constructs a prediction model based on machine learning algorithm and enterprise human big data, and predicts the performance of enterprise employees. Empirical research shows that this method and the performance prediction model …
Prediction of employee performance using machine learning …
Jan 15, 2020 · This research paper uses Supervised learning techniques namely Support Vector Machines, Random Forest, Naive Bayes, Neural Networks and Logistic Regression which considers these factors and provides insights into the performance and commitment of …
Unbiased employee performance evaluation using machine learning
Mar 1, 2024 · We utilized a few machine learning tools in this study including the Logistic Regression classifier, the Gaussian Naive Bayes, the Decision Tree classifier, the K-Nearest Neighbors (K-NN), the SVM classification, etc., in order to …
Predictive analytics of HR - A machine learning approach
Jul 29, 2020 · Here we apply machine learning techniques to analyze the employee information for improving his/her position in the organization. Compensation and job performance information from revenue...
Application of Machine Learning in Human Resources …
Nov 18, 2024 · Based on this, this article also proposes future research directions, including broadening data sources, exploring more interpretable machine learning models, and further optimizing feature selection and model parameter tuning methods. Anjum, A.A., Majumder, S., Islam, S., Alam, M.G.R.A. (2022).
To maintain consistency and disdain from partiality, this research sought to propose a classifier model for employee performance prediction.
ganizational goals determines whether the organization meets its goals. The basic objectives of performance evaluations are two-fold: firstly, to reward employees for meeting organizational objectives and secondly to identify which objectives are not met and to develop action .
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