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PAClf.__init__()   A
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↳ Parent: tracking_policy_agendas.classifiers.pa_clf

Complexity

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Size

Total Lines 2
Code Lines 2

Duplication

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Ratio 0 %

Code Coverage

Tests 2
CRAP Score 1

Importance

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Metric Value
eloc 2
dl 0
loc 2
ccs 2
cts 2
cp 1
rs 10
c 0
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f 0
cc 1
nop 2
crap 1
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"""
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Passive Aggressive Classifier
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MIT License

            


            
                                                                                                            
                            
            
                                    
            
            

                
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Copyright (c) 2021-2023 AUT Iran, Mohammad H Forouhesh

            


            
                                                                                                            
                            
            
                                    
            
            

                
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Copyright (c) 2021-2022 MetoData.ai, Mohammad H Forouhesh

            


            
                                                                                                            
                            
            
                                    
            
            

                
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This module encapsulate the passive aggressive classifier.

            


            
                                                                                                            
                            
            
                                    
            
            

                
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from sklearn.linear_model import PassiveAggressiveClassifier

            


            
                                                                                                            
                            
            
                                    
            
            

                
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from .meta_sklearn_clf import MetaSkLearnClf

            


            
                                                                                                            
                            
            
                                    
            
            

                
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class PAClf(MetaSkLearnClf):

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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    def __init__(self, **kwargs):

            


            
                                                        
            
                                    
            
            

                
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        super().__init__(classifier_instance=PassiveAggressiveClassifier(max_iter=1000, loss='squared_hinge'), **kwargs)

            


                            

                    
                        
                    
                    
                    
                    
                                                                                                    
                        

                            
                            
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