Purity Filtering: An Instance Selection Method for Support Vector Machines.
David Morán-PomésLluís A. Belanche MuñozPublished in: SGAI Conf. (2019)
Keyphrases
- classification accuracy
- support vector
- support vector machine
- nearest neighbor
- instance selection
- prior knowledge
- image classification
- neural network
- cross validation
- multiple instance learning
- similarity measure
- preprocessing
- wavelet transform
- feature set
- unsupervised learning
- classification algorithm
- training process