Classification of Musical Timbre Using Bayesian Networks.
Patrick J. DonnellyJohn W. SheppardPublished in: Comput. Music. J. (2013)
Keyphrases
- bayesian networks
- classification accuracy
- probabilistic classifiers
- machine learning
- music information retrieval
- pattern recognition
- classification method
- feature extraction
- image classification
- pattern classification
- logistic regression
- feature selection
- classification algorithm
- cost sensitive
- automatic classification
- conditional independence
- bayesian network classifiers
- probability distribution
- decision trees
- training data
- feature vectors
- support vector machine
- model selection
- feature set
- text classification
- expert knowledge
- support vector machine svm
- active learning
- probabilistic reasoning
- naive bayes classifier
- preprocessing
- random variables
- markov blanket
- naive bayes