Applying the Naïve Bayes classifier with kernel density estimation to the prediction of protein-protein interaction sites.
Yoichi MurakamiKenji MizuguchiPublished in: Bioinform. (2010)
Keyphrases
- bayes classifiers
- bayes classifier
- kernel density estimation
- probability density function
- protein protein interactions
- protein interaction
- density estimation
- computational methods
- density function
- feature selection
- decision trees
- statistical methods
- high throughput
- multi class
- biological data
- naive bayes
- probability distribution
- mean shift
- gaussian mixture model
- bayesian framework
- incomplete data
- support vector machine
- support vector
- naive bayes classifier
- higher dimensional
- learning algorithm
- prior knowledge
- graphical models
- object segmentation
- em algorithm
- model selection
- machine learning