Design of A Novel Model that Aids Task Estimation in Comparison with a Regression Tree

One of the sectors with the fastest recent growth is the software sector. Project management is key to the software industry's success. One of the most crucial tasks in software project management is to determine the cost and effort associated with software development in the initial stages of...

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Bibliographic Details
Published in2023 10th International Conference on Computing for Sustainable Global Development (INDIACom) pp. 851 - 856
Main Authors Wakudekar, Sachin, Mohite, Sagar, Vanjale, Sandeep, Mohite, Snehal, Jadhav, Swati
Format Conference Proceeding
LanguageEnglish
Published Bharati Vidyapeeth, New Delhi 15.03.2023
Subjects
Computational modeling
Costs
Decision Tree5
Estimation
Forestry
Hyperparameter
Project management
Random Forest
Software
Software Effort Estimation
Task analysis
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Summary:One of the sectors with the fastest recent growth is the software sector. Project management is key to the software industry's success. One of the most crucial tasks in software project management is to determine the cost and effort associated with software development in the initial stages of the project. There are various conventional techniques for estimating software development efforts. However, there is a lot of interest in using machine learning techniques to address the issue of effort estimates. Out of these machine learning techniques, regression tree-based models have been focused on more in this paper due to their ability to generalization and understandability.