Geometric k-nearest neighbor estimation of entropy and mutual information.
Warren M. LordJie SunErik M. BolltPublished in: CoRR (2017)
Keyphrases
- k nearest neighbor
- mutual information
- knn
- feature selection
- information theoretic
- parzen window
- nearest neighbor
- text categorization
- information gain
- image registration
- neural network
- classification method
- similarity measure
- support vector machine
- support vector machine svm
- information theory
- nearest neighbor rule
- knn algorithm
- text classification
- classification algorithm
- shannon entropy
- vowel recognition
- graph construction
- class probability estimation
- hierarchical document clustering
- knn classifier
- normalized mutual information
- nearest neighbour
- multi class
- knowledge discovery
- machine learning