An Empirical Comparison of Spectral Learning Methods for Classification.
Adam DrakeDan VenturaPublished in: ICMLA (1) (2013)
Keyphrases
- supervised learning
- learning process
- benchmark datasets
- significant improvement
- machine learning methods
- learning algorithm
- discriminative learning
- learning models
- benchmark data sets
- bayesian methods
- preprocessing
- density estimation
- supervised learning algorithms
- online learning
- empirical studies
- unsupervised learning
- feature selection
- neural networks and support vector machines
- incremental learning
- decision trees
- machine learning algorithms
- support vector machine
- active learning
- data sets
- classification and regression problems
- feature construction
- feature extraction
- multiclass classification
- pattern recognition
- classification systems
- microarray
- semi supervised learning
- human experts
- learning problems
- learning systems
- classification method