Optimal Compression for Minimizing Classification Error Probability: An Information-Theoretic Approach.

Jingchao Gao Ao Tang Weiyu Xu

Published in: ICASSP (2023)

Keyphrases

error probability
image classification
decision trees
machine learning
feature vectors
optimal solution
feature extraction
support vector machine svm
svm classifier
support vector
feature space
worst case
feature selection
image compression
sufficient conditions
generalization ability
filter design
data sets