MDFS: MultiDimensional Feature Selection in R.
Radoslaw PiliszekKrzysztof MnichSzymon MigaczPawel TabaszewskiAndrzej SuleckiAneta Polewko-KlimWitold R. RudnickiPublished in: R J. (2019)
Keyphrases
- feature selection
- text categorization
- feature selection algorithms
- feature set
- feature extraction
- feature space
- multi dimensional
- multi class
- machine learning
- text classification
- support vector machine
- support vector
- high dimensionality
- multidimensional data
- selected features
- data sets
- microarray data
- unsupervised feature selection
- feature subset
- multi task
- mutual information
- forward selection
- feature weighting
- informative features
- multidimensional signals
- multidimensional databases
- multidimensional space
- support vector classification
- feature reduction
- irrelevant features
- gene expression data
- model selection
- artificial neural networks
- feature vectors
- knn
- dimensionality reduction
- rough sets