Generalizability and Simplicity as Criteria in Feature Selection: Application to Mood Classification in Music.
Pasi SaariTuomas EerolaOlivier LartillotPublished in: IEEE Trans. Speech Audio Process. (2011)
Keyphrases
- feature selection
- text classification
- classification accuracy
- classification models
- feature set
- feature extraction
- support vector
- pattern recognition
- support vector machine
- machine learning
- discriminative features
- accurate classification
- decision trees
- music retrieval
- neural network
- dimension reduction
- unsupervised learning
- irrelevant features
- feature weighting
- mutual information
- high dimensionality
- classification algorithm
- svm classifier
- multi task
- feature selection algorithms
- model selection
- feature vectors
- preprocessing
- learning algorithm
- class separability
- redundant features
- method for feature selection