Prediction and Classification for GPCR Sequences Based on Ligand Specific Features.
Bekir ErgünerÖzgün ErdoganOsman Ugur SezermanPublished in: ISCIS (2006)
Keyphrases
- specific features
- machine learning
- support vector
- feature extraction
- prediction model
- classification method
- classification algorithm
- prediction accuracy
- classification accuracy
- pattern recognition
- decision trees
- training set
- feature vectors
- support vector machine
- feature selection
- hidden markov models
- ensemble classifier
- protein sequences
- support vector machine svm
- multi layer perceptron
- neural network
- neural networks and support vector machines
- machine learning methods
- text classification
- co occurrence
- supervised learning
- feature space
- image processing