TransportTP: A two-phase classification approach for membrane transporter prediction and characterization.
Haiquan LiVagner A. BeneditoMichael K. UdvardiPatrick Xuechun ZhaoPublished in: BMC Bioinform. (2009)
Keyphrases
- pattern recognition
- decision trees
- classification accuracy
- correct classification
- prediction accuracy
- classification algorithm
- automatic classification
- classification scheme
- decision rules
- cross validation
- text classification
- image classification
- machine learning
- preprocessing
- neural networks and support vector machines
- nearest neighbour algorithm
- support vector
- feature extraction
- pattern classification
- classification systems
- confidence estimates
- classification models
- prediction model
- machine learning methods
- svm classifier
- class labels
- support vector machine svm
- support vector machine
- feature space