Package miopia :: Package classifier :: Module SimpleClassifier :: Class SimpleClassifier

Class SimpleClassifier

             object --+    
                      |    
ClassifierI.ClassifierI --+
                          |
                         SimpleClassifier

A wrapper for the CLassifierI.

To Do: Only wraps WekaClassificationStrategy at the moment

Instance Methods

[hide private]

__init__(self, classification_strategy, list_handlers=[], polarity_type_handled=None)
Constructor source code

_disambiguate_lists_id_polarities(self, list_id_polarities)
Merge list_a and list_b prioritizing values of list_b

source code

classify(self, arff_file, results_file, dict_position_instanceid)

source code

to_key_value_format(self, list_id_category, dest_file)
It transforms the output provided by the classify method into a key-value format (QREL format).

source code

Inherited from ClassifierI.ClassifierI: classify_from_info

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

Class Variables

[hide private]

MAX_JOINT_FILES = 30000

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

init(self, classification_strategy, list_handlers=`[]`, polarity_type_handled=None)
(Constructor)

source code

Constructor

Parameters:

classification_stategy - An instance of WekaClassificationStrategy
list_handlers - A list with your SimpleClassifier which are your handlers classifiers. Empty list if no handler classifier
polarity_type_handled - A value of PolarityType. None if there is no handler

Overrides: object.__init__

_disambiguate_lists_id_polarities(self, list_id_polarities)

source code

Merge list_a and list_b prioritizing values of list_b

Parameters:

list_a - list of tuples id, PolarityType
list_b - list of tuples id, PolarityType

classify(self, arff_file, results_file, dict_position_instanceid)

source code

Parameters:

arff_file - A string. The path to the ARFF file to be classified
results_file - A string. The path where will be printed the WEKA classifications.

Overrides: ClassifierI.ClassifierI.classify

to_key_value_format(self, list_id_category, dest_file)

source code

It transforms the output provided by the classify method into a key-value format (QREL format).

Parameters:

dest_file - A string. The

Class SimpleClassifier

__init__(self, classification_strategy, list_handlers=[], polarity_type_handled=None) (Constructor)

_disambiguate_lists_id_polarities(self, list_id_polarities)

classify(self, arff_file, results_file, dict_position_instanceid)

to_key_value_format(self, list_id_category, dest_file)

init(self, classification_strategy, list_handlers=`[]`, polarity_type_handled=None)
(Constructor)