A Simple and Fast Multi-instance Classification via Support Vector Machine.
Zhiquan QiYingjie TianYong ShiPublished in: Web Intelligence/IAT Workshops (2012)
Keyphrases
- multi instance
- support vector machine
- partially supervised
- svm classifier
- multi class
- multi instance learning
- feature selection
- machine learning
- multi label
- feature space
- decision boundary
- support vector
- real valued
- single instance
- classification accuracy
- classification algorithm
- feature vectors
- pattern recognition
- decision trees
- image classification
- semi supervised learning
- binary classification
- machine learning algorithms
- feature extraction
- text classification
- supervised learning
- prior knowledge
- model selection
- active learning
- cross validation
- training data
- class labels
- kernel function
- k nearest neighbor