mvpa2.clfs.warehouse.Warehouse

class mvpa2.clfs.warehouse.Warehouse(known_tags=None, matches=None)

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

Attributes

descriptions	Descriptions of registered items
internals	Known internal tags of the classifiers
items	Registered items

Methods

get_by_descr(descr)
listing()	Listing (description + internals) of registered items
print_registered(\*args)

Initialize warehouse

Parameters:

known_tags : list of str

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

Attributes

descriptions	Descriptions of registered items
internals	Known internal tags of the classifiers
items	Registered items

Methods

get_by_descr(descr)
listing()	Listing (description + internals) of registered items
print_registered(\*args)

descriptions

Descriptions of registered items

get_by_descr(descr)

internals

Known internal tags of the classifiers

items

Registered items

listing()

Listing (description + internals) of registered items

print_registered(*args)