An information-theoretic instance-based classifier

DOI10.1016/j.ins.2020.05.031zbMath1474.62228OpenAlexW3024682714MaRDI QIDQ2666796

Erhan Gokcay

Publication date: 23 November 2021

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2020.05.031

zbMATH Keywords

entropyinformation theorysupervisedinstance-based classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• C4.5
• word2vec
• ImageNet
• AlexNet

Cites Work

• Separate-and-conquer rule learning
• Reduction techniques for instance-based learning algorithms
• Learning Deep Architectures for AI
• Machine learning from examples: Inductive and Lazy methods
• Machine Learning: ECML 2004
• A comparison of prediction accuracy, complexity, and training time of thirty-three old and new classification algorithms
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