Supervised learning for the automated transcription of spacer classification from spoligotype films.
David J. JeffriesNeil AbernethyBouke C. de JongPublished in: BMC Bioinform. (2009)
Keyphrases
- supervised learning
- automated classification
- unsupervised learning
- supervised classification
- classification accuracy
- supervised machine learning
- pattern recognition
- class labels
- training samples
- training set
- accurate classification
- training data
- classification method
- machine learning
- classification scheme
- classification algorithm
- decision trees
- active learning
- classification process
- pattern classification
- training examples
- feature selection
- support vector machine svm
- image classification
- decision rules
- support vector machine
- supervised and unsupervised learning
- labeled data
- automatic classification
- reinforcement learning
- semi automated
- data sets
- handwriting recognition
- instance selection
- statistical learning
- training phase
- classification systems
- similarity measure
- differential equations
- machine learning methods
- model selection
- unlabeled data
- semi supervised learning