DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework.
Jingbo ShangWenzhu TongJian PengJiawei HanPublished in: SDM (2016)
Keyphrases
- main contribution
- classification models
- support vector
- decision trees
- classification accuracy
- dimensionality reduction
- text classification
- video classification
- lightweight
- machine learning
- image classification
- support vector machine
- feature space
- pattern recognition
- high quality
- probabilistic model
- class labels
- svm classifier
- cross validation
- decision rules
- conceptual framework
- classification rate
- classification systems
- feature selection