Package mvpa :: Package measures :: Module base :: Class ProxyClassifierSensitivityAnalyzer
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Class ProxyClassifierSensitivityAnalyzer

source code


Set sensitivity analyzer output just to pass through
Nested Classes [hide private]

Inherited from misc.state.Stateful: __metaclass__

Instance Methods [hide private]
 
__init__(self, clf, analyzer=None, **kwargs)
Initialize Sensitivity Analyzer for BoostedClassifier
source code
 
_call(self, dataset)
Computes a per-feature-measure on a given Dataset.
source code

Inherited from Sensitivity: __call__, __repr__

Inherited from Sensitivity (private): _setClassifier

Inherited from FeaturewiseDatasetMeasure (private): _postcall

Inherited from DatasetMeasure: __str__

Inherited from misc.state.Stateful: __getattribute__, __setattr__, reset

Inherited from object: __delattr__, __hash__, __new__, __reduce__, __reduce_ex__

Class Variables [hide private]
  _collections_template = {'states': <mvpa.misc.state.StateColle...

Inherited from FeaturewiseDatasetMeasure: base_sensitivities

Inherited from DatasetMeasure: __doc__, null_prob, raw_result

Inherited from misc.state.Stateful (private): _initargs

Instance Variables [hide private]
  __analyzer
Analyzer to use for basic classifiers within boosted classifier

Inherited from Sensitivity (private): _force_training

Properties [hide private]
  analyzer

Inherited from Sensitivity: clf

Inherited from misc.state.Stateful: descr

Inherited from object: __class__

Method Details [hide private]

__init__(self, clf, analyzer=None, **kwargs)
(Constructor)

source code 
Initialize Sensitivity Analyzer for BoostedClassifier
Parameters:
  • clf - classifier to use. Only classifiers sub-classed from LinearSVM may be used.
  • force_training - if classifier was already trained -- do not retrain
Overrides: object.__init__

_call(self, dataset)

source code 

Computes a per-feature-measure on a given Dataset.

Behaves like a DatasetMeasure, but computes and returns a 1d ndarray with one value per feature.

Overrides: DatasetMeasure._call
(inherited documentation)

Class Variable Details [hide private]

_collections_template

Value:
{'states': <mvpa.misc.state.StateCollection object at 0x874b9ec>}

Property Details [hide private]

analyzer

Get Method:
unreachable(x)