Interface | Description |
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SimpleClassifierWrapper |
Interface for wrappers of simple classifiers as opposed to e.g. ensemble classification methods.
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Wrapper |
Common interface for all wrappers
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Class | Description |
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ApproximationsGenerator |
Wrapper class used to generate approximations and write them to *.apx files.
This class has the following limitations: a) comments may be written to *.apx files only manually |
ARFFFilesGenerator |
Wrapper class used to generate approximations and transform original problem
into *.arff files with upper and lower bound of object assignment resulting from rough sets analysis.
This class has the following limitations: a) comments may be written to *.apx files only manually |
BaggingWrapper | |
ClassificationGenerator |
Wrapper class used to generate approximations and rules.
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ClassifierWrapper |
Wrapper for classifiers.
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CrossValidationWrapper |
Wrapper for cross validation methods.
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JmafRulesGenerator |
Class used to test optimization effectiveness.
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JRank |
Wrapper class used to generate approximations, rules, preference graphs, and rankings
and write them to *.apx, *.rules, *.graph, and *.ranking files, respectively.
This class has the following limitations: a) usage of minimal set of rules induced according to VC-DomLEM algorithm or usage of virtual exhaustive set of robust rules, b) rules are applied to data according to WFNFS or Repeated WFNFS preference graph exploitation procedure, c) only new VC-DRSA approach is used (because only for this approach rules can be generated), d) to create PCT only differences of evaluations are used (not degrees of the intensity of preference, because they require more effort from the DM), e) all weights for WFNFS preference structure exploitation procedure are equal to 1.0 (which requires less effort from the DM), f) comments may be written to generated *.apx or *.rules files only manually, g) ranking error is calculated only using Kendall's coefficient. |
JRankParameters |
Class storing all parameters used by
JRank . |
JRankPrivateParameters |
Class for storing private parameters of
JRank , used by JRank apart from parameters from RankerParameters . |
JRankResults |
Class storing all results generated by
JRank . |
MonotonicVCdomLEMWrapper |
Wrapper for
VCDomLEM . |
RulesCrossValidationWrapper |
Wrapper implementig n-fold cross validation for rule inducers.
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RulesGenerator |
Wrapper class used to generate approximations and rules.
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RulesGeneratorWrapper |
Default wrapper for rule generator wrappers.
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VCArcingWrapper |
Wrapper for arcing classifier
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VCdomLEMWrapper |
Wrapper for
VCDomLEM . |
VCdomLEMWrapperOpt |
Wrapper for
VCDomLEMOpt . |
WekaMethodWrapper |
Wrapper for weka classifiers.
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