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};
