Classification: Decision rules PART Thu Mar 28 19:15:06 EET 2024 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Radial Basis Function network WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Multinomial Naive Bayes classifier Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 Hidden Naive Bayes doi:10.1109/TKDE.2008.234 WEKA Thu Mar 28 19:15:06 EET 2024 Isotonic Regression WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 Least median squared linear regression. ISBN-13:978-0471488552 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ 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. Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Multilayer Perceptron Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Thu Mar 28 19:15:06 EET 2024 K-nearest neighbours classifier. Can select appropriate value of K based on cross-validation. WEKA Thu Mar 28 19:15:06 EET 2024 Partial Least Squares ISBN:0952866625 https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 WEKA Classification: Decision table https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Regression: Linear regression Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ DMNBtext: Discriminative Multinomial Naive Bayes classifier WEKA Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Thu Mar 28 19:15:06 EET 2024 Classification: Decision tree J48 https://apps.ideaconsult.net/nanoomics/algorithm/ Naive Bayes classifier https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 WEKA Thu Mar 28 19:15:06 EET 2024 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ SMOreg: Sequential Minimal Optimization algorithm for training a Support Vector regression Not So Naive Bayes: Aggregating One-Dependence Estimators doi:10.1007/s10994-005-4258-6 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Thu Mar 28 19:15:06 EET 2024 Bayesian Logistic Regression. doi:10.1198/004017007000000245 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Thu Mar 28 19:15:05 EET 2024 Clustering: k-means Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Voted Perceptron algorithm doi:10.1023/A:1007662407062 Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA Logistic regression WEKA Bayes Network learning using various search algorithms and quality measures. Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Winnow and Balanced Winnow algorithms doi:10.1007/BF00116827 Thu Mar 28 19:15:06 EET 2024 Thu Mar 28 19:15:06 EET 2024 WEKA Jaoa Gama (2004). Functional Trees. Machine Learning, Vol. 55(3), https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024 https://apps.ideaconsult.net/nanoomics/algorithm/ Pace Regression http://hdl.handle.net/10289/2131 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ Constructs random forest. doi:10.1023/A:1010933404324 Thu Mar 28 19:15:06 EET 2024 WEKA https://apps.ideaconsult.net/nanoomics/algorithm/ WEKA SMO: Sequential Minimal Optimization algorithm for training a Support Vector classifier Thu Mar 28 19:15:06 EET 2024 WEKA A Library for Large Linear Classification https://apps.ideaconsult.net/nanoomics/algorithm/ Thu Mar 28 19:15:06 EET 2024