Feature Selection in the Corrected KDD-dataset.
Shahrzad ZargariDave VoorhisPublished in: EIDWT (2012)
Keyphrases
- feature selection
- feature set
- knowledge discovery
- knowledge discovery in databases
- mutual information
- text categorization
- data mining
- machine learning
- feature selection algorithms
- text classification
- benchmark datasets
- multi class
- classification accuracy
- knowledge discovery and data mining
- high dimensionality
- knowledge discovery from databases
- microarray datasets
- kdd process
- database
- text mining
- feature space
- neural network
- gene selection
- databases
- method for feature selection
- forward selection
- irrelevant features
- decision trees
- feature weighting
- feature extraction
- support vector
- dimensionality reduction
- training dataset
- data analysis
- information gain
- principal component analysis
- naive bayes
- decision support