Hierarchical Classification With Bayesian Networks and Chained Classifiers.
Jonathan Serrano-PérezLuis Enrique SucarPublished in: FLAIRS Conference (2019)
Keyphrases
- hierarchical classification
- bayesian networks
- classification algorithm
- naive bayes
- probabilistic classifiers
- feature selection
- hierarchical structure
- text classification
- decision trees
- training data
- training set
- probability distribution
- bayesian network classifiers
- support vector
- naive bayes classifier
- data mining
- training samples
- ensemble learning
- incomplete data
- graphical models
- logistic regression
- training examples
- real world
- class labels
- support vector machine
- probabilistic model
- concept drift
- structure learning
- neural network
- k nearest neighbor
- learning algorithm
- artificial intelligence
- classification systems
- active learning
- conditional probabilities
- knn
- supervised learning
- databases