Constructs random forest. doi:10.1023/A:1010933404324
Pace Regression http://hdl.handle.net/10289/2131
Hidden Naive Bayes doi:10.1109/TKDE.2008.234
Jaoa Gama (2004). Functional Trees. Machine Learning, Vol. 55(3),
Least median squared linear regression. ISBN-13:978-0471488552
Bayes Network learning using various search algorithms and quality measures.
Bayesian Logistic Regression. doi:10.1198/004017007000000245
SMO: Sequential Minimal Optimization algorithm for training a Support Vector classifier
Not So Naive Bayes: Aggregating One-Dependence Estimators doi:10.1007/s10994-005-4258-6
SMOreg: Sequential Minimal Optimization algorithm for training a Support Vector regression
A Library for Large Linear Classification
Voted Perceptron algorithm doi:10.1023/A:1007662407062
DMNBtext: Discriminative Multinomial Naive Bayes classifier
IB1-type classifier. Uses a simple distance measure to find the training instance closest to the given test instance, and predicts the same class as this training instance.
Winnow and Balanced Winnow algorithms doi:10.1007/BF00116827
K-nearest neighbours classifier. Can select appropriate value of K based on cross-validation.