A theoretical and empirical analysis of support vector machine methods for multiple-instance classification.
Gary DoranSoumya RayPublished in: Mach. Learn. (2014)
Keyphrases
- support vector machine
- multiple instance
- machine learning
- multiple instance learning
- image classification
- machine learning methods
- classification algorithm
- feature space
- support vector
- classification accuracy
- multi class
- feature vectors
- support vector machine svm
- svm classifier
- linear regression
- feature selection
- nearest neighbor
- principal component analysis
- multi modal
- high dimensional data
- machine learning algorithms
- cross validation
- decision trees