Essays about: "Imbalanced in distribution network"

Found 2 essays containing the words Imbalanced in distribution network.

  1. 1. Exploring Cross-lingual Sublanguage Classification with Multi-lingual Word Embeddings

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Min-Chun Shih; [2020]
    Keywords : ;

    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

  2. 2. Statistical Learning with Imbalanced Data

    University essay from Linköpings universitet/Filosofiska fakultetenLinköpings universitet/Statistik och maskininlärning

    Author : Aleksey Shipitsyn; [2017]
    Keywords : imbalanced learning; sampling algorithms; intelligent sampling;

    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