Package mvpa :: Package clfs :: Module meta
[hide private]
[frames] | no frames]

Module meta

source code

Classes for meta classifiers -- classifiers which use other classifiers

Meta Classifiers can be grouped according to their function as

Classes [hide private]
  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