Investigating the Use of Duration-Based Moving Windows to Improve Software Effort Prediction

Abstract

To date most research in software effort estimation has not taken into account any form of chronological split when selecting projects for training and testing sets. A chronological split represents the use of a project's starting and completion dates, such that any model that estimates effort for a new project p only uses as its training set projects that… (More)
DOI: 10.1109/APSEC.2012.74

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