Modelling With Multiple Machine Learning Methodologies: Autonomy Prediction System for Cost Estimation

by Ying Liu, Zhihao Chen, Tong Chen, et al.

In this research, parametric software cost estimation models and their related calibration methods have been analyzed, especially for the COCOMO model and the Bayesian calibration approach. This research combines machine learning techniques and statistical techniques. With this approach, the prediction powers of the COCOMO parametric software cost model are shown to be significantly improved while the variability is decreased with respect to the dataset...

• Format: Paperback
• Language: English
• ISBN: 1516985052
• ISBN13: 9781516985050
• Release Date: March 2015
• Publisher: Createspace Independent Publishing Platform
• Length: 198 Pages
• Weight: 1.43 lbs.
• Dimensions: 0.5" x 8.5" x 11.0"