Replace QSVR.py

GRSL/Hybrid/QSVR.py

@@ -56,7 +56,7 @@ C_max=sum(np.power(B,exponents_array))
 #the arrays gamma_values and C_values are used for the hyperparameters validation
 
 gamma_values=[0.1,0.5,1,1.5,2,3,4,5,7,10,20,50]
-C_values=[C_max,2*C_max, 5*C_max,10*C_max,20*C_max,50*C_max]
+C_values=[C_max]
 
 
 
@@ -254,7 +254,3 @@ np.save(dir_path+'\\Y_test.npy',Y_test)
 np.save(dir_path+'\\Q.npy',Q)
 np.save(dir_path+'\\SVR_predictions.npy',Y_predicted_original)
 np.save(dir_path+'\\QSVR_predictions.npy',QSVR_results_original)
-
-
-
-