Metric Structures on Datasets: Stability and Classification of Algorithms.
Facundo MémoliPublished in: CAIP (2) (2011)
Keyphrases
- benchmark datasets
- uci machine learning repository
- uci datasets
- classification algorithm
- decision tree algorithms
- machine learning algorithms
- supervised learning
- decision trees
- accurate classifiers
- real and synthetic datasets
- synthetic and real datasets
- sufficient training data
- learning algorithm
- uci repository
- classification trees
- nearest neighbour
- feature selection algorithms
- supervised learning tasks
- machine learning methods
- computational complexity
- training data
- data mining algorithms
- synthetic datasets
- naive bayes
- computationally efficient
- image classification
- distance measure
- optimization problems
- support vector
- data structure
- feature extraction
- face recognition