Heuristic Feature Selection with Classification Efficiency Using Soft Cluster Analysis for Biological Datasets.
Hung-Yi LinRong-Chang ChenPublished in: J. Inf. Sci. Eng. (2023)
Keyphrases
- cluster analysis
- feature selection
- unsupervised learning
- dimension reduction
- classification accuracy
- microarray data
- clustering analysis
- clustering algorithm
- categorical data
- feature extraction
- clustering method
- hierarchical latent class models
- machine learning
- data mining
- feature set
- text classification
- factor analysis
- pattern recognition
- data clustering
- cluster validity
- feature space
- high dimensionality
- discriminant analysis
- data analysis
- supervised learning
- fuzzy clustering
- feature subset
- k means
- correlation analysis
- feature vectors
- data mining techniques
- unsupervised clustering
- decision trees
- feature selection algorithms
- fuzzy c means
- class labels
- model selection
- partitional clustering
- dimensionality reduction