Selecting Classification Algorithms with Active Testing.
Rui LeitePavel BrazdilJoaquin VanschorenPublished in: MLDM (2012)
Keyphrases
- classification algorithm
- text classification
- learning algorithm
- machine learning methods
- class labels
- pattern recognition
- machine learning algorithms
- computational complexity
- preprocessing
- support vector machine
- ensemble classifier
- classification process
- orders of magnitude
- classification accuracy
- feature space
- feature extraction
- data structure
- uci machine learning repository
- computer vision
- nearest neighbour
- feature selection
- decision trees
- decision rules
- cross validation
- significant improvement
- search algorithm
- computationally efficient
- feature vectors
- image classification
- optimization problems
- machine learning