Gene Selection and Classification Method Based on SNR and Multi-loops BPSO.
Baofang ChangFuxiang SunMaodong LiPeiyan YuanHecang ZangHu JinPublished in: ICIC (LNBI 1) (2024)
Keyphrases
- classification method
- gene selection
- support vector machine svm
- microarray data
- support vector machine
- cancer classification
- microarray
- microarray classification
- knn
- k nearest neighbor
- dna microarray data
- classification algorithm
- gene expression profiles
- text classification
- cancer diagnosis
- dna microarray
- gene expression data
- ovarian cancer
- binary particle swarm optimization
- gene expression
- feature selection
- tumor classification
- selected features
- microarray datasets
- fitness function
- clustering algorithm
- wilcoxon rank sum
- nearest neighbor
- text categorization
- pattern recognition
- similarity measure
- feature extraction
- information retrieval
- machine learning
- databases
- data sets
- database