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mvpa.clfs.warehouse

Collection of classifiers to ease the exploration.

The comprehensive API documentation for this module, including all technical details, is available in the Epydoc-generated API reference for mvpa.clfs.warehouse (for developers).

Warehouse

class mvpa.clfs.warehouse.Warehouse(known_tags=None, matches={})

Bases: object

Class to keep known instantiated classifiers

Should provide easy ways to select classifiers of needed kind: clfs[‘linear’, ‘svm’] should return all linear SVMs clfs[‘linear’, ‘multiclass’] should return all linear classifiers capable of doing multiclass classification

Initialize warehouse

Parameters:
  • known_tags (list of basestring) – List of known tags
  • matches (dict) – Optional dictionary of additional matches. E.g. since any regression can be used as a binary classifier, matches={‘binary’:[‘regression’]}, would allow to provide regressions also if ‘binary’ was requested
internals
items
listing()

See also

Derived classes might provide additional methods via their base classes. Please refer to the list of base classes (if it exists) at the begining of the Warehouse documentation.

Full API documentation of Warehouse in module mvpa.clfs.warehouse.