def lung_cancer(self): #lung_cancer_all = csvReader.read_csv_dataset_left(os.path.join(fdir_lung_cancer, 'lung_cancer_all.csv'), ','); lung_cancer_train = csvReader.read_csv_dataset_left(os.path.join(fdir_lung_cancer, 'lung_cancer_train.csv'),','); lung_cancer_test = csvReader.read_csv_dataset_left(os.path.join(fdir_lung_cancer, 'lung_cancer_test.csv'),','); return {'NAME': 'Lung_Cancer', 'train': lung_cancer_train, 'test': lung_cancer_test, 'all':None};
def monks1(self): monks_train = csvReader.read_csv_dataset_left(os.path.join(fdir_monks, 'monks1_train.csv'),','); monks_test = csvReader.read_csv_dataset_left(os.path.join(fdir_monks, 'monks1_test.csv'),','); return {'NAME': 'Monks1', 'train': monks_train, 'test': monks_test, 'all':None};
def spect_heart(self): spect_heart_all = csvReader.read_csv_dataset_left(os.path.join(fdir_spect_heart, 'spect_heart_all.csv'), ','); spect_heart_train = csvReader.read_csv_dataset_left(os.path.join(fdir_spect_heart, 'spect_heart_train.csv'), ','); spect_heart_test = csvReader.read_csv_dataset_left(os.path.join(fdir_spect_heart, 'spect_heart_test.csv'), ','); return {'NAME': 'Spect_Heart', 'train': spect_heart_train, 'test': spect_heart_test, 'all':spect_heart_all};
def hepatitis(self): #hepatitis num_params_in = 19; hepatitis_all = csvReader.read_csv_dataset_left(os.path.join(fdir_hepatitis,'hepatitis_all.csv'),','); hepatitis_train = csvReader.read_csv_dataset_left(os.path.join(fdir_hepatitis,'hepatitis_train.csv'),','); hepatitis_test = csvReader.read_csv_dataset_left(os.path.join(fdir_hepatitis,'hepatitis_test.csv'),','); return {'NAME': 'Hepatitis', 'train': hepatitis_train, 'test': hepatitis_test, 'all':hepatitis_all};
def echocardiogram(self): #echodiagram num_params_in = 11; echocardiogram_train = csvReader.read_csv_dataset_left(os.path.join(fdir_echocardiogram,'echocardiogram_train.csv'),','); echocardiogram_test = csvReader.read_csv_dataset_left(os.path.join(fdir_echocardiogram,'echocardiogram_test.csv'),','); echocardiogram_all = csvReader.read_csv_dataset_left(os.path.join(fdir_echocardiogram,'echocardiogram_all.csv'),','); return {'NAME': 'Echocardiogram', 'train': echocardiogram_train, 'test': echocardiogram_test, 'all':echocardiogram_all};
def lenses(self): #lenses num_params_in = 4; lenses_train = csvReader.read_csv_dataset_left(os.path.join(fdir_lenses,'lenses_train.csv'),','); lenses_test = csvReader.read_csv_dataset_left(os.path.join(fdir_lenses,'lenses_test.csv'),','); lenses_all = csvReader.read_csv_dataset_left(os.path.join(fdir_lenses,'lenses.csv'),','); return {'NAME': 'Lenses', 'train': lenses_train, 'test': lenses_test, 'all':lenses_all};
def abalone(self): #abalone num_params_in = 8; abalone_all = csvReader.read_csv_dataset_left(os.path.join(fdir_abalone,'abalone_all.csv'),','); abalone_train = csvReader.read_csv_dataset_left(os.path.join(fdir_abalone,'abalone_train.csv'),','); abalone_test = csvReader.read_csv_dataset_left(os.path.join(fdir_abalone,'abalone_test.csv'),','); return {'NAME': 'Abalone', 'train': abalone_train, 'test': abalone_test, 'all':abalone_all};