What is WEKA?
Collection of ML algorithms – open-source Java package
- http://www.cs.waikato.ac.nz/ml/weka/
Schemes for classification include:
- decision trees, rule learners, naive Bayes, decision tables, locally weighted regression, SVMs, instance-based learners, logistic regression, voted perceptrons, multi-layer perceptron
Schemes for numeric prediction include:
- linear regression, model tree generators, locally weighted regression, instance-based learners, decision tables, multi-layer perceptron
Meta-schemes include:
- Bagging, boosting, stacking, regression via classification, classification via regression, cost sensitive classification