Estimating mutual information in high dimensions via classification error.
Charles Y. ZhengYuval BenjaminiPublished in: CoRR (2016)
Keyphrases
- classification error
- high dimensions
- mutual information
- high dimensional data
- high dimensional
- training set
- class labels
- training samples
- decision rules
- feature selection
- similarity measure
- poor quality
- generalization error
- high dimensional spaces
- information gain
- estimation error
- base classifiers
- neural network
- learning algorithm
- high dimensionality
- error rate
- data sets
- dimensionality reduction
- multi class
- high resolution
- training data