kNN estimation of the unilateral dependency measure between random variables.
Angel CataronRazvan AndonieYvonne ChuehPublished in: CIDM (2014)
Keyphrases
- random variables
- knn
- k nearest neighbor
- graphical models
- nearest neighbor
- probability density
- probability distribution
- k nearest neighbour
- text categorization
- normal distribution
- joint distribution
- text classification
- conditional independence
- distance function
- latent variables
- distribution function
- similarity search
- knn algorithm
- bayesian networks
- similarity measure
- neural network
- stochastic optimization problems
- distance measure
- independent and identically distributed
- failure rate
- conditionally independent
- marginal distributions
- random vectors
- support vector machine
- feature selection
- shows significant improvements
- test statistic
- nearest neighbour
- input space
- correlation coefficient