Package miopia :: Package adapter :: Module Adapter :: Class FeatureInfo

Class FeatureInfo

object --+
         |
        FeatureInfo

This class provides information about a feature for a supervised classifier

Instance Methods

[hide private]

__init__(self, feature, ranking, information_gain, feature_type)
x.__init__(...) initializes x; see help(type(x)) for signature

source code

get_feature(self)
Returns: A string with the feature

source code

get_feature_type(self)
Returns: An constant of FeatureType which represents the type of the feature

source code

get_information_gain(self)
Returns: A float

source code

get_ranking(self)
Returns: A float with the ranking of the feature

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, feature, ranking, information_gain, feature_type)
(Constructor)

source code

x.__init__(...) initializes x; see help(type(x)) for signature

Parameters:

feature - The idenfier of the feature. A string
ranking - The ranking of the feature with respect to the others. A float
information_gain - A float indicating the information gain provided by the feature
feature_type - A constant of FeatureType which represents the type of the feature

Overrides: object.__init__