Software design patterns classification and selection using text categorization approach.
Shahid HussainJacky KeungArif Ali KhanPublished in: Appl. Soft Comput. (2017)
Keyphrases
- text categorization
- design patterns
- text classification
- feature selection
- document classification
- software design
- automatic categorization
- transductive support vector machine
- document categorization
- automated text categorization
- software systems
- software architecture
- text classifiers
- knn
- software engineering
- automatic text categorization
- object oriented
- object oriented software
- multi label
- feature weighting
- information gain
- feature reduction
- machine learning
- k nearest neighbor
- support vector machine
- training documents
- reuters corpus
- text documents
- support vector
- text mining
- classification accuracy
- naive bayes
- decision trees
- feature extraction
- feature selection and classifier
- feature selection for text categorization
- training set
- software development
- image classification
- semi supervised learning
- feature vectors
- supervised learning
- feature subset
- open source
- source code
- high level
- class labels
- artificial intelligence
- information retrieval
- data sets