Classification: Decision table https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 WEKA Tue Mar 19 10:25:42 EET 2024 WEKA Naive Bayes classifier https://apps.ideaconsult.net/data/algorithm/ https://apps.ideaconsult.net/data/algorithm/ WEKA Winnow and Balanced Winnow algorithms doi:10.1007/BF00116827 Tue Mar 19 10:25:42 EET 2024 WEKA Tue Mar 19 10:25:42 EET 2024 https://apps.ideaconsult.net/data/algorithm/ Bayes Network learning using various search algorithms and quality measures. SMO: Sequential Minimal Optimization algorithm for training a Support Vector classifier Tue Mar 19 10:25:42 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA https://apps.ideaconsult.net/data/algorithm/ WEKA Logistic regression Tue Mar 19 10:25:42 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 10:25:42 EET 2024 Not So Naive Bayes: Aggregating One-Dependence Estimators doi:10.1007/s10994-005-4258-6 Classification: Decision tree J48 Tue Mar 19 10:25:42 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 https://apps.ideaconsult.net/data/algorithm/ WEKA DMNBtext: Discriminative Multinomial Naive Bayes classifier WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 Classification: Decision rules PART Jaoa Gama (2004). Functional Trees. Machine Learning, Vol. 55(3), WEKA Tue Mar 19 10:25:42 EET 2024 https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 WEKA Constructs random forest. doi:10.1023/A:1010933404324 https://apps.ideaconsult.net/data/algorithm/ WEKA Tue Mar 19 10:25:42 EET 2024 A Library for Large Linear Classification https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 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 10:25:42 EET 2024 Multilayer Perceptron WEKA Hidden Naive Bayes doi:10.1109/TKDE.2008.234 https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/ Tue Mar 19 10:25:42 EET 2024 K-nearest neighbours classifier. Can select appropriate value of K based on cross-validation. WEKA https://apps.ideaconsult.net/data/algorithm/ Multinomial Naive Bayes classifier Tue Mar 19 10:25:42 EET 2024 Bayesian Logistic Regression. doi:10.1198/004017007000000245 Tue Mar 19 10:25:42 EET 2024 WEKA https://apps.ideaconsult.net/data/algorithm/