Structural SCOP Superfamily Level Classification Using Unsupervised Machine Learning.
Ulavappa B. AngadiM. VenkatesuluPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- machine learning
- supervised learning
- supervised classification
- unsupervised learning
- machine learning methods
- machine learning algorithms
- pattern recognition
- decision trees
- supervised machine learning
- support vector machine
- protein classification
- text classification
- classification systems
- model selection
- classification accuracy
- natural language processing
- support vector machine svm
- classification scheme
- structural information
- machine learning approaches
- training set
- supervised and unsupervised learning
- feature space
- preprocessing
- unsupervised clustering
- class labels
- neural network
- image classification
- text mining
- active learning
- learning algorithm
- feature vectors
- partially supervised
- data sets
- data mining
- unsupervised classification
- deep learning
- feature selection
- training data
- training samples
- classification models
- learning problems
- semi supervised learning
- classification algorithm