Classification of GPCRs proteins using a statistical encoding method.
Muhammad Javed IqbalIbrahima FayeSamir Brahim BelhaouariPublished in: IJCNN (2016)
Keyphrases
- classification method
- classification accuracy
- high precision
- pattern classification
- detection method
- classification process
- high accuracy
- benchmark data sets
- statistical methods
- clustering method
- support vector machine svm
- significant improvement
- data sets
- image classification
- cross validation
- preprocessing
- classification algorithm
- classification scheme
- feature extraction
- machine learning methods
- correspondence analysis
- computational methods
- decision rules
- training samples
- feature space
- pattern recognition
- decision trees
- feature selection