Use of support vector machines with a parallel local search algorithm for data classification and feature selection.
Tunchan CuraPublished in: Expert Syst. Appl. (2020)
Keyphrases
- feature selection
- search algorithm
- data sets
- data quality
- data collection
- data processing
- data sources
- image data
- classification accuracy
- data analysis
- irrelevant features
- training data
- support vector machine
- text classification
- selecting relevant features
- feature subset
- training samples
- support vector
- input data
- dimensionality reduction
- data mining techniques
- database
- feature extraction
- decision trees
- machine learning
- labeled data
- xml documents
- text categorization
- class labels
- high dimensionality
- data mining
- feature vectors
- data reduction
- search space
- preprocessing