Essays about: "Imbalanced in distribution network"
Found 1 essay containing the words Imbalanced in distribution network.
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