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clfs.warehouse
Module: clfs.warehouse
Inheritance diagram for mvpa.clfs.warehouse:
Collection of classifiers to ease the exploration.
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class mvpa.clfs.warehouse.Warehouse(known_tags=None, matches=None)
Bases: object
Class to keep known instantiated classifiers
Should provide easy ways to select classifiers of needed kind:
clfswh[‘linear’, ‘svm’] should return all linear SVMs
clfswh[‘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
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internals
- Known internal tags of the classifiers
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items
- Registered items
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listing()
- Listing (description + internals) of registered items