Improving Parkinson's disease identification through evolutionary-based feature selection.
André Augusto SpadotoRodrigo Capobianco GuidoFelipe L. CarnevaliAndre F. PagninAlexandre X. FalcãoJoão P. PapaPublished in: EMBC (2011)
Keyphrases
- feature selection
- selecting relevant features
- genetic algorithm
- evolutionary computation
- feature selection algorithms
- support vector
- dimensionality reduction
- text classification
- mutual information
- multi task
- text categorization
- evolutionary optimization
- data sets
- classification accuracy
- high dimensionality
- information gain
- outbreak detection
- machine learning
- feature weighting
- unsupervised learning
- unsupervised feature selection
- feature ranking
- diagnostic tool
- feature subset selection
- model selection
- x ray
- feature set
- feature vectors
- similarity measure
- neural network