A novel feature selection method for microarray data classification based on hidden Markov model.
Mohammadreza MomenzadehMohammadreza SehhatiHossein RabbaniPublished in: J. Biomed. Informatics (2019)
Keyphrases
- hidden markov models
- microarray data classification
- discriminant analysis
- gene selection
- microarray data
- cancer diagnosis
- ensemble learning
- address these issues
- speech recognition
- conditional random fields
- viterbi algorithm
- markov models
- microarray
- gene expression data
- microarray datasets
- linear discriminant analysis
- gene expression
- face recognition
- high dimensional
- feature selection
- hidden states
- machine learning
- markov model
- support vector machine svm
- prior knowledge
- sequential data
- lung cancer
- pairwise
- handwritten word recognition
- learning algorithm