View GitHub Repository Hyperactive

Schedule Inspection
Subscribe
Passed
Pull Request — master (#87)
by Simon
01:24
created

tests.integrations.sklearn.test_check_estimator   A

↳ Parent: Project

Complexity

Total Complexity 1

Size/Duplication

Total Lines 16
Duplicated Lines 0 %

Importance

Changes 0
Metric Value
eloc 10
dl 0
loc 16
rs 10
c 0
b 0
f 0
wmc 1

1 Function

Rating   Name   Duplication   Size   Complexity  
A test_check_estimator() 0 2 1
1 
from sklearn import svm
2 

            


            
                                                        
            
                                    
            
            

                
                    3
                

                                    
                                                    
                
                
                
from hyperactive.integrations import HyperactiveSearchCV

            


            
                                                        
            
                                    
            
            

                
                    4
                

                                    
                                                    
                
                
                
from hyperactive.optimizers import RandomSearchOptimizer

            


            
                                                        
            
                                    
            
            

                
                    5
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    6
                

                                    
                                                    
                
                
                
from sklearn.utils.estimator_checks import check_estimator

            


            
                                                        
            
                                    
            
            

                
                    7
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    8
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    9
                

                                    
                                                    
                
                
                
svc = svm.SVC()

            


            
                                                        
            
                                    
            
            

                
                    10
                

                                    
                                                    
                
                
                
parameters = {"kernel": ["linear", "rbf"], "C": [1, 10]}

            


            
                                                        
            
                                    
            
            

                
                    11
                

                                    
                                                    
                
                
                
opt = RandomSearchOptimizer()

            


            
                                                        
            
                                    
            
            

                
                    12
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    13
                

                                    
                                                    
                
                
                

            


            
                                                        
            
                                    
            
            

                
                    14
                

                                    
                                                    
                
                
                
def test_check_estimator():

            


            
                                                        
            
                                    
            
            

                
                    15
                

                                    
                                                    
                
                
                
    check_estimator(HyperactiveSearchCV(svc, opt, parameters))

            


            
                                                        
            
                                    
            
            

                
                    16