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reg_2_1 = linear_model.Ridge(alpha=1)reg_2_1.fit(second_set, labels)print(reg_2_1.coef_)scores_Reg_2_1 = cross_val_score(reg_2_1, second_set, labels, cv=10)print(scores_Reg_2_1)# Ridge ends# svc beginssvc_c1_rbf_set1 = svm.SVC(C=1, kernel='rbf')svc_c1_rbf_set1.fit(first_set, labels)scores_svcC1RbfSet1 = cross_val_score(svc_c1_rbf_set1, first_set, labels, cv=10)print(scores_svcC1RbfSet1)svc_c5_rbf_set1 = svm.SVC(C=0.5, kernel='rbf')svc_c5_rbf_set1.fit(first_set, labels)scores_svcC5RbfSet1 = cross_val_score(svc_c5_rbf_set1, first_set, labels, cv=10)print(scores_svcC5RbfSet1)svc_c1_rbf_set2 = svm.SVC(C=1, kernel='rbf')svc_c1_rbf_set2.fit(second_set, labels)scores_svcC1RbfSet2 = cross_val_score(svc_c1_rbf_set2, second_set, labels, cv=10)print(scores_svcC1RbfSet2)svc_c5_rbf_set2 = svm.SVC(C=0.5, kernel='rbf')svc_c5_rbf_set2.fit(second_set, labels)scores_svcC5RbfSet2 = cross_val_score(svc_c5_rbf_set2, second_set, labels, cv=10)print(scores_svcC5RbfSet2)# svc ends
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