Feature Selection for multi-labeled variables via Dependency Maximization.
Salimeh Yasaei SekehAlfred O. Hero IIIPublished in: CoRR (2019)
Keyphrases
- feature selection
- dependency structure
- variable selection
- feature extraction
- text categorization
- machine learning
- conditional mutual information
- multi class
- feature space
- neural network
- relational databases
- dependency relations
- irrelevant features
- training data
- bayesian networks
- classification accuracy
- text classification
- mutual information
- feature subset
- multi task
- similarity measure
- feature selection algorithms
- continuous variables
- supervised learning
- markov blanket
- unsupervised feature selection
- decision trees