Designing a Feature Selection Technique for Analyzing Mixed Data.
Duc Manh DoanDong Hyun JeongSoo-Yeon JiPublished in: CCWC (2020)
Keyphrases
- mixed data
- feature selection
- knn
- data compression
- text categorization
- mixture of gaussian distributions
- data sets
- classification accuracy
- mutual information
- feature set
- clustering algorithm
- model selection
- text classification
- multi class
- support vector
- dimensionality reduction
- support vector machine
- method for feature selection
- multiscale
- feature space
- selected features
- feature selection algorithms
- classification models
- similarity function
- image processing
- irrelevant features
- information gain
- database
- microarray data
- gene expression data
- naive bayes
- feature extraction
- unsupervised learning
- distance measure
- nearest neighbor
- similarity measure
- feature vectors