Model-Augmented Nearest-Neighbor Estimation of Conditional Mutual Information for Feature Selection.
Alan YangAmirEmad GhassamiMaxim RaginskyNegar KiyavashElyse RosenbaumPublished in: CoRR (2019)
Keyphrases
- feature selection
- nearest neighbor
- statistical model
- computational model
- mutual information
- support vector
- learning algorithm
- estimation process
- experimental data
- knn
- similarity measure
- feature extraction
- high level
- image processing
- image analysis
- classification accuracy
- probability distribution
- image retrieval
- supervised learning
- dimensionality reduction
- mathematical model
- image segmentation
- classification models
- estimation algorithm
- machine learning
- conditional mutual information