Selective Feature Generation Method for Classification of Low-Dimensional Data.
Sang-Il ChoiSang Tae ChoiHaanju YooPublished in: Int. J. Comput. Commun. Control (2018)
Keyphrases
- data collection
- low dimensional
- data points
- data analysis
- data sets
- training data
- data sources
- classification accuracy
- data quality
- raw data
- clustering algorithm
- synthetic data
- database
- machine learning
- knowledge discovery
- image data
- generation method
- high dimensional data
- data processing
- image classification
- data reduction
- feature vectors
- data distribution
- classification rules
- input space
- irrelevant features
- feature representation
- feature values
- missing data
- training samples
- supervised learning
- support vector machine
- probability distribution
- preprocessing
- pattern recognition
- decision trees
- neural network