Essays about: "Imbalanced in distribution network"
Found 2 essays containing the words Imbalanced in distribution network.
University essay from Linköpings universitet/Statistik och maskininlärning
Abstract : Cross-lingual text classification is an important task due to the globalization and the increased availability of multilingual data. This thesis explores the method of implementing cross-lingual classification on Swedish and English medical corpora. READ MORE
University essay from Linköpings universitet/Filosofiska fakultetenLinköpings universitet/Statistik och maskininlärning
Abstract : In this thesis several sampling methods for Statistical Learning with imbalanced data have been implemented and evaluated with a new metric, imbalanced accuracy. Several modifications and new algorithms have been proposed for intelligent sampling: Border links, Clean Border Undersampling, One-Sided Undersampling Modified, DBSCAN Undersampling, Class Adjusted Jittering, Hierarchical Cluster Based Oversampling, DBSCAN Oversampling, Fitted Distribution Oversampling, Random Linear Combinations Oversampling, Center Repulsion Oversampling. READ MORE