Feature Selection for Improving Case-Based Classifiers on High-Dimensional Data Sets.
Niloofar ArshadiIgor JurisicaPublished in: FLAIRS Conference (2005)
Keyphrases
- feature selection
- high dimensional data sets
- feature set
- multi dimensional
- support vector
- small sample size
- feature subset
- hyperplane
- high dimensional data
- high dimensionality
- nearest neighbor search
- high dimensional
- classification accuracy
- feature space
- support vector machine
- dimensional data
- data sets
- machine learning
- training data
- svm classifier
- gene expression data
- model selection
- preprocessing step
- dimensionality reduction
- microarray data
- data points
- pattern recognition
- data structure