Explanation-Augmented SVM: an approach to incorporating domain knowledge into SVM learning.
Qiang SunGerald DeJongPublished in: ICML (2005)
Keyphrases
- domain knowledge
- support vector
- support vector machine svm
- support vector machine
- machine learning
- structured output
- knn
- learning systems
- learning algorithm
- training data
- feature selection
- multi class
- max margin
- learning tasks
- classification algorithm
- reinforcement learning
- learning process
- training set
- svm classification
- kernel machines
- stochastic gradient descent
- learning machines
- support vectors
- large margin classifiers
- learning problems
- kernel methods
- knowledge acquisition
- explanation based learning
- domain experts
- online learning
- semi supervised
- prior knowledge
- neural network
- ranking svm
- multiple kernel
- feature space
- multi class svm