Effectiveness of Feature Space Selection on Credit Engineering on Multi-group Classification Cases.
Junghee ParkKidong LeeJinhwa KimPublished in: ICANNGA (1) (2007)
Keyphrases
- feature space
- classification accuracy
- feature vectors
- training samples
- feature extraction
- feature set
- kernel function
- pattern recognition
- training set
- feature selection
- automatic classification
- decision rules
- pattern classification
- classification algorithm
- machine learning
- support vector machine
- high dimension
- classification scheme
- svm classifier
- classification method
- classification models
- high dimensionality
- high dimensional
- support vector
- decision trees
- artificial intelligence
- principal component analysis
- engineering design
- software engineering
- dimension reduction
- linearly separable
- discriminating power
- data sets
- discriminatory power
- mean shift
- naive bayes
- image representation
- low dimensional
- image classification
- dimensionality reduction
- supervised learning
- computer science
- similarity measure
- image processing