Class Warehouse

source code

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

Instance Methods

[hide private]

__init__(self, known_tags=None, matches=None)
Initialize warehouse

source code

__getitem__(self, *args)

source code

__iadd__(self, item)

source code

internals(self)
Known internal tags of the classifiers

source code

listing(self)
Listing (description + internals) of registered items

source code

items(self)
Registered items

source code

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __new__, __reduce__, __reduce_ex__, __repr__, __setattr__, __sizeof__, __str__, __subclasshook__

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

init(self, known_tags=None, matches=None)
(Constructor)

source code

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

Overrides: object.__init__

internals(self)

source code

Known internal tags of the classifiers

Decorators:

@property

items(self)

source code

Registered items

Decorators:

@property

Home

Trees

Indices

Help

Class Warehouse

__init__(self, known_tags=None, matches=None) (Constructor)

internals(self)

items(self)

init(self, known_tags=None, matches=None)
(Constructor)