algorithms.statistics.classification

Module: algorithms.statistics.classification

Inheritance diagram for nipy.algorithms.statistics.classification:

TODO

Classifier

class nipy.algorithms.statistics.classification.Classifier

Bases: nipy.fixes.scipy.stats.models.model.Model

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Methods

fit
initialize
learn
predict

__init__()

fit()

Fit a model to data.

initialize()

Initialize (possibly re-initialize) a Model instance. For instance, the design matrix of a linear model may change and some things must be recomputed.

learn(**keywords)

Parameters :

keywords : dict

TODO

Returns :

None

predict(design=None)

After a model has been fit, results are (assumed to be) stored in self.results, which itself should have a predict method.