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
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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),
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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