Efficient model selection for probabilistic K nearest neighbour classification.
Ji Won YoonNial FrielPublished in: Neurocomputing (2015)
Keyphrases
- model selection
- k nearest neighbour
- cross validation
- leave one out cross validation
- knn
- hyperparameters
- sample size
- feature selection
- selection criterion
- mixture model
- regression model
- support vector machine
- machine learning
- information gain
- variable selection
- nearest neighbour
- information criterion
- model selection criteria
- unsupervised learning
- bayesian methods
- classification accuracy
- automatic model selection
- mutual information
- k nearest neighbor
- probabilistic model
- pattern recognition
- bayesian networks
- bayesian model selection
- linear combination
- text classification
- bayesian information criterion
- high dimensional
- neural network