def classification_task(category, cv): if category == 'Five_Class': num_classes = 6 which_labels = 'Labels' target_names = ['MASS_Malignant', 'MASS_Benign', 'MASS_BWC', 'CALC_Malignant', 'CALC_Benign', 'CALC_BWC'] excel_file_train = 'D:\\SSL_Breast_Lesion\\Labels\\Train_CV2.csv' excel_file_validation = 'D:\\SSL_Breast_Lesion\\Labels\\Valid_CV2.csv' excel_file_test = 'D:\\SSL_Breast_Lesion\\Labels\\Test_Full.csv' return num_classes, target_names, excel_file_train, excel_file_validation, excel_file_test def pretraining_task(category): if category == 'Five_Class': num_classes = 6 which_labels = 'Labels' target_names = ['MASS_Malignant', 'MASS_Benign', 'MASS_BWC', 'CALC_Malignant', 'CALC_Benign', 'CALC_BWC'] excel_file_train = 'D:\\SSL_Breast_Lesion\\Labels\\Train_Full.csv' excel_file_validation = 'na' excel_file_test = 'na' return num_classes, target_names, excel_file_train, excel_file_validation, excel_file_test