Transfer-Learning Oriented Class Imbalance Learning for Cross-Project Defect Prediction

no code implementations • 24 Jan 2019 • Haonan Tong, Bin Liu, Shihai Wang, Qiuying Li

(2) feature weighting (FW) strategy improves the average G-Measure by 11\%, and the average MCC by 29. 2\%.

Feature Importance Transfer Learning

Regularized Boost for Semi-Supervised Learning

no code implementations • NeurIPS 2007 • Ke Chen, Shihai Wang

Semi-supervised inductive learning concerns how to learn a decision rule from a data set containing both labeled and unlabeled data.

Ensemble Learning