Speeding up Support Vector Machines - Probabilistic versus Nearest Neighbour Methods for Condensing Training Data.
Moïri GamboniAbhijai GargOleg GrishinSeung Man OhFrancis SowaniAnthony Spalvieri-KruseGodfried T. ToussaintLingliang ZhangPublished in: ICPRAM (2014)
Keyphrases
- training data
- support vector
- nearest neighbour
- classification accuracy
- cross validation
- data sets
- learning algorithm
- decision trees
- training examples
- probabilistic model
- learning machines
- noisy data
- logistic regression
- model selection
- support vector machine
- training set
- artificial intelligence
- genetic algorithm
- real world