Classification of cancer microarray data using a two-step feature selection framework with moth-flame optimization and extreme learning machine.
Swati SucharitaBarnali SahuTripti SwarnkarSaroj K. MeherPublished in: Multim. Tools Appl. (2024)
Keyphrases
- microarray data
- feature selection
- gene selection
- cancer classification
- dna microarray
- gene expression profiles
- microarray
- microarray datasets
- microarray data analysis
- colon cancer
- ovarian cancer
- gene expression data sets
- gene expression data
- classification accuracy
- cancer diagnosis
- extreme learning machine
- gene expression
- small number of samples
- high dimensionality
- gene sets
- support vector machine
- machine learning
- text classification
- pattern recognition
- neural network
- feature set
- probabilistic model
- data sets
- support vector regression
- supervised learning
- cluster analysis
- support vector
- feature extraction
- support vector machine svm
- dimension reduction
- feed forward neural networks
- feature ranking
- multi class
- active learning
- high dimensional
- feature space
- data analysis
- dimensionality reduction