Classification: Decision table Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 WEKA Naive Bayes classifier https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA Winnow and Balanced Winnow algorithms doi:10.1007/BF00116827 Pace Regression http://hdl.handle.net/10289/2131 Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 Bayes Network learning using various search algorithms and quality measures. SMO: Sequential Minimal Optimization algorithm for training a Support Vector classifier https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA Logistic regression Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ Regression: Linear regression Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 WEKA Not So Naive Bayes: Aggregating One-Dependence Estimators doi:10.1007/s10994-005-4258-6 Classification: Decision tree J48 Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA DMNBtext: Discriminative Multinomial Naive Bayes classifier https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 WEKA SMOreg: Sequential Minimal Optimization algorithm for training a Support Vector regression WEKA Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ Classification: Decision rules PART https://apps.ideaconsult.net/data/algorithm/ Radial Basis Function network Tue Mar 19 06:11:55 EET 2024 WEKA Tue Mar 19 06:11:55 EET 2024 Jaoa Gama (2004). Functional Trees. Machine Learning, Vol. 55(3), WEKA https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ Isotonic Regression Tue Mar 19 06:11:55 EET 2024 WEKA Constructs random forest. doi:10.1023/A:1010933404324 https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 A Library for Large Linear Classification https://apps.ideaconsult.net/data/algorithm/ Least median squared linear regression. ISBN-13:978-0471488552 Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 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. https://apps.ideaconsult.net/data/algorithm/ WEKA https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 Multilayer Perceptron WEKA Hidden Naive Bayes doi:10.1109/TKDE.2008.234 Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 06:11:55 EET 2024 Clustering: k-means WEKA Partial Least Squares ISBN:0952866625 https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 WEKA Tue Mar 19 06:11:55 EET 2024 https://apps.ideaconsult.net/data/algorithm/ K-nearest neighbours classifier. Can select appropriate value of K based on cross-validation. Bayesian Logistic Regression. doi:10.1198/004017007000000245 Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 06:11:55 EET 2024 Multinomial Naive Bayes classifier Tue Mar 19 06:11:55 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Voted Perceptron algorithm doi:10.1023/A:1007662407062