Home | Trees | Indices | Help |
|
---|
|
Base classes for all classifiers.
Base Classifiers can be grouped according to their function as
|
|||
ClassifierCombiner Provides a decision using training a classifier on predictions/values |
|||
Basic Classifiers | |||
---|---|---|---|
Classifier Abstract classifier class to be inherited by all classifiers |
|||
BoostedClassifier Classifier containing the farm of other classifiers. |
|||
ProxyClassifier Classifier which decorates another classifier |
|||
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 | |||
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, sys, N, deepcopy, time, Set, group_kwargs, idhash, MaskMapper, NFoldSplitter, StateVariable, Stateful, Harvestable, Parametrized, Parameter, ConfusionMatrix, RegressionStatistics, FirstAxisMean, SecondAxisSumOfAbs, BoostedClassifierSensitivityAnalyzer, ProxyClassifierSensitivityAnalyzer, MappedClassifierSensitivityAnalyzer, warning, traceback, debug
|
Deepcopying of a classifier. If deepcopy fails -- tries to untrain it first so that there is no swig bindings attached |
Home | Trees | Indices | Help |
|
---|
Generated by Epydoc 3.0.1 on Thu Apr 2 18:37:00 2009 | http://epydoc.sourceforge.net |