Design and Description of a Classification System Framework for Easier Reuse.
Sérgio F. LopesAdriano TavaresJoão L. MonteiroCarlos A. SilvaPublished in: ECBS (2007)
Keyphrases
- software architecture
- support vector
- design patterns
- classification accuracy
- case study
- pattern recognition
- machine learning
- feature selection
- conceptual framework
- object oriented design
- computational framework
- design principles
- conceptual model
- training samples
- decision trees
- feature vectors
- building blocks
- high level
- training set
- neural network
- design rationale
- ensemble classifier
- design decisions
- classification scheme
- classification models
- probabilistic model
- classification rules
- supervised learning
- classification algorithm
- theoretical framework
- image classification