Home | Trees | Indices | Help |
|
---|
|
Classes for meta classifiers -- classifiers which use other classifiers
Meta Classifiers can be grouped according to their function as
|
|||
BoostedClassifier Classifier containing the farm of other classifiers. |
|||
ClassifierCombiner Provides a decision using training a classifier on predictions/values |
|||
TreeClassifier TreeClassifier which allows to create hierarchy of classifiers |
|||
BoostedClassifiers | |||
---|---|---|---|
CombinedClassifier BoostedClassifier which combines predictions using some PredictionsCombiner functor. |
|||
MulticlassClassifier CombinedClassifier to perform multiclass using a list of BinaryClassifier. |
|||
SplitClassifier BoostedClassifier to work on splits of the data |
|||
ProxyClassifiers | |||
ProxyClassifier Classifier which decorates another classifier |
|||
BinaryClassifier ProxyClassifier which maps set of two labels into +1 and -1 |
|||
MappedClassifier ProxyClassifier which uses some mapper prior training/testing. |
|||
FeatureSelectionClassifier ProxyClassifier which uses some FeatureSelection prior training. |
|||
PredictionsCombiners for CombinedClassifier | |||
PredictionsCombiner Base class for combining decisions of multiple classifiers |
|||
MaximalVote Provides a decision using maximal vote rule |
|||
MeanPrediction Provides a decision by taking mean of the results |
Imports: operator, N, group_kwargs, MaskMapper, NFoldSplitter, StateVariable, ClassWithCollections, Harvestable, Classifier, FirstAxisMean, BoostedClassifierSensitivityAnalyzer, ProxyClassifierSensitivityAnalyzer, MappedClassifierSensitivityAnalyzer, FeatureSelectionClassifierSensitivityAnalyzer, warning, debug
Home | Trees | Indices | Help |
|
---|
Generated by Epydoc 3.0.1 on Mon Apr 23 23:09:13 2012 | http://epydoc.sourceforge.net |