StackingC
Package
weka.classifiers.meta
Synopsis
Implements StackingC (more efficient version of stacking).
For more information, see
A.K. Seewald: How to Make Stacking Better and Faster While Also Taking Care of an Unknown Weakness. In: Nineteenth International Conference on Machine Learning, 554-561, 2002.
Note: requires meta classifier to be a numeric prediction scheme.
Options
The table below describes the options available for StackingC.
Option |
Description |
|---|---|
classifiers |
The base classifiers to be used. |
debug |
If set to true, classifier may output additional info to the console. |
metaClassifier |
The meta classifiers to be used. |
numFolds |
The number of folds used for cross-validation. |
seed |
The random number seed to be used. |
Capabilities
The table below describes the capabilites of StackingC.
Capability |
Supported |
|---|---|
Class |
Nominal class, Binary class, Date class, Missing class values, Numeric class |
Attributes |
Relational attributes, Numeric attributes, Missing values, String attributes, Date attributes, Empty nominal attributes, Nominal attributes, Unary attributes, Binary attributes |
Min # of instances |
10 |