Distribution Bottlenecks in Classification Algorithms.
Ardjan ZwartjesPaul J. M. HavingaGerard J. M. SmitJohann L. HurinkPublished in: ANT/MobiWIS (2012)
Keyphrases
- classification algorithm
- learning algorithm
- benchmark datasets
- terms of classification accuracy
- times faster
- machine learning
- pattern recognition
- feature extraction
- machine learning algorithms
- significant improvement
- machine learning methods
- decision trees
- orders of magnitude
- theoretical analysis
- data structure
- feature selection
- optimization problems
- pattern classification
- classification accuracy
- computational cost
- classification scheme
- data reduction
- uci machine learning repository
- unsupervised learning
- classification method
- text classification
- image classification
- probability distribution
- feature vectors
- training set
- computational complexity
- search algorithm