On the Effects of Input Unreliability on Classification Algorithms.
Ardjan ZwartjesMajid BahrepourPaul J. M. HavingaJohann L. HurinkGerard J. M. SmitPublished in: MobiQuitous (2011)
Keyphrases
- classification algorithm
- benchmark datasets
- pattern recognition
- significant improvement
- times faster
- machine learning algorithms
- feature extraction
- computationally efficient
- worst case
- feature vectors
- computational complexity
- data structure
- decision trees
- computational cost
- data mining techniques
- training set
- preprocessing
- orders of magnitude
- cross validation
- machine learning methods
- pattern classification
- nearest neighbour
- uci machine learning repository
- sufficient training data