Grading
Package
weka.classifiers.meta
Synopsis
Implements Grading. The base classifiers are "graded".
For more information, see
A.K. Seewald, J. Fuernkranz: An Evaluation of Grading Classifiers. In: Advances in Intelligent Data Analysis: 4th International Conference, Berlin/Heidelberg/New York/Tokyo, 115-124, 2001.
Available in Weka 3.6.x - 3.7.1. Available via the package management system for Weka >= 3.7.2 (grading).
Options
The table below describes the options available for Grading.
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 Grading.
Capability |
Supported |
|---|---|
Class |
Date class, Numeric class, Nominal class, Missing class values, Binary class |
Attributes |
Binary attributes, Nominal attributes, Numeric attributes, Unary attributes, String attributes, Date attributes, Missing values, Relational attributes, Empty nominal attributes |
Min # of instances |
10 |