A Multi-objective Structure Variant Bacterial Heuristic Feature Selection Method in High-dimensional Data Classification.
Hong WangYikun OuYixin WangPublished in: DMBD (2) (2021)
Keyphrases
- high dimensional data
- dimension reduction
- feature selection
- classification accuracy
- high dimensionality
- multi objective
- classification method
- high dimensional
- support vector machine
- dimensionality reduction
- feature set
- data sets
- feature space
- objective function
- machine learning
- classification algorithm
- low dimensional
- pattern recognition
- regression problems
- cross validation
- training samples
- dimensional data
- database
- computer vision
- input data
- multi dimensional
- feature extraction
- similarity measure
- data analysis
- model selection
- support vector machine svm
- text classification
- learning algorithm
- decision trees
- manifold learning
- input space