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object --+
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baseDatasets.BaseDataSet --+
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baseDatasets.WrapperDataSet --+
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ext.caggregate._object --+ |
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ext.caggregate.DataSet --+ |
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ext.caggregate.Aggregate --+
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Aggregate
combines several C++ dataset objects into a single dataset. its dot product is a weighted sum of the kernels of the individual dataset objects
Construction of an aggregate requires a list of dataset objects. It is assumed that all datasets refer to the same underlying objects so in particular have the same labels and same number of patterns (the labels object is initialized using the labels of the first dataset in the list).
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| Inherited from baseDatasets.WrapperDataSet | |||
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| Inherited from baseDatasets.BaseDataSet | |||
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| Inherited from ext.caggregate.Aggregate | |||
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| Inherited from ext.caggregate.DataSet | |||
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| Class Variables | |
isVector = False
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| Inherited from baseDatasets.WrapperDataSet | |
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X = property(getX, setX, None, 'X')
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isWrapper = True
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kernel = property(get_kernel, set_kernel, None, 'kernel')
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testingFunc = property(getTestingFunc, setTestingFunc, None, '
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trainingFunc = property(getTrainingFunc, setTrainingFunc, None
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type = 'dataset'
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| Inherited from ext.caggregate.Aggregate | |
__del__ = lambda self:
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__getattr__ = lambda self, name:
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__swig_destroy__ = _caggregate.delete_Aggregate
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__swig_getmethods__ = {}
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__swig_setmethods__ = {}
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| Properties | |
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| Method Details |
:Parameters:
:Keywords:
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Each class that wants to use the generic copy constructor needs to define this function for doing class-specific copying
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the number of patterns in the dataset
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| Generated by Epydoc 3.0.1 on Fri May 2 12:39:27 2008 | http://epydoc.sourceforge.net |