Feature Selection in High-Dimensional Dataset Using MapReduce.
Claudio ReggianiYann-Aël Le BorgneGianluca BontempiPublished in: BNCAI (2017)
Keyphrases
- high dimensional
- feature selection
- high dimensionality
- feature set
- dimensionality reduction
- high dimensional datasets
- feature space
- microarray data
- gene expression data
- text categorization
- small sample
- low dimensional
- high dimension
- benchmark datasets
- microarray datasets
- dimension reduction
- parallel processing
- high dimensional data
- similarity search
- mutual information
- support vector machine
- support vector
- variable selection
- information gain
- feature selection algorithms
- selected features
- sparse data
- parameter space
- noisy data
- naive bayes
- feature extraction
- database
- method for feature selection
- synthetic datasets
- feature subset
- text classification
- multi dimensional
- data mining