Extended Methods to Handle Classification Biases.
Emma Beauxis-AussaletLynda HardmanPublished in: DSAA (2017)
Keyphrases
- classification systems
- machine learning methods
- classification method
- benchmark datasets
- cross validation
- learning algorithm
- machine learning algorithms
- feature extraction
- benchmark data sets
- neural networks and support vector machines
- significant improvement
- classification accuracy
- support vector
- preprocessing
- pattern classification
- classification algorithm
- robust classification
- k nearest neighbour
- discriminative features
- machine learning
- density estimation
- feature selection
- decision trees
- decision rules
- support vector machine svm
- empirical studies
- computational cost
- feature vectors