A Revamp Approach for Training of HMM to Accelerate Classification of 16S rRNA Gene Sequences.
Prakash ChoudharyManish P. KurhekarPublished in: Trans. Comput. Sci. (2018)
Keyphrases
- hidden markov models
- sequence classification
- training phase
- training set
- discriminative training
- supervised learning
- training samples
- training process
- pattern recognition
- classification accuracy
- classification performances
- feature extraction
- support vector
- support vector machine svm
- text classification
- sequence alignment
- support vector machine
- decision trees
- feature space
- feature vectors
- image classification
- machine learning
- gesture recognition
- sequential patterns
- classification method
- microarray
- data sets
- multi layer perceptron
- sequential data
- training data
- gene expression profiles
- training examples
- neural network