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Author

Danielle Azar

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Open access 2026

A Stacked Regressor for the Prediction of the Number of Defects in Software Modules

: This study proposes a Stacked Regressor (SR) model for software defect count prediction. The approach combines four heterogeneous base learners—Support Vector Regression (SVR), k -Nearest Neighbors (KNN), Random Forest Regressor (RFR), and Extra Trees Regressor (ETR)—whose predictions are aggregated through a meta-re...

Rim El Jammal, Elissa El Khoury, Leonardo Daou et al. · 0 citations

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