def acute_inflamation(self):
num_param_in = 6;
acute_inflamation_all = csvReader.read_csv_dataset_right(os.path.join(fdir_inflamations, 'inflamation_all.csv'), ',',num_param_in);
acute_inflamation_train = csvReader.read_csv_dataset_right(os.path.join(fdir_inflamations, 'inflamation_train.csv'), ',',num_param_in);
acute_inflamation_test = csvReader.read_csv_dataset_right(os.path.join(fdir_inflamations, 'inflamation_test.csv'), ',',num_param_in);
return {'NAME': 'inflamation', 'train': acute_inflamation_train, 'test': acute_inflamation_test, 'all':acute_inflamation_all};
def ionosphere(self):
num_param_in = 34;
ionosphere_all = csvReader.read_csv_dataset_right(os.path.join(fdir_ionosphere, 'ionosphere_all.csv'), ',',num_param_in);
ionosphere_train = csvReader.read_csv_dataset_right(os.path.join(fdir_ionosphere, 'ionosphere_train.csv'), ',',num_param_in);
ionosphere_test = csvReader.read_csv_dataset_right(os.path.join(fdir_ionosphere, 'ionosphere_test.csv'), ',',num_param_in);
return {'NAME': 'Ionosphere', 'train': ionosphere_train, 'test': ionosphere_test, 'all':ionosphere_all};
def bankruptcy(self):
num_param_in = 6;
bankruptcy_all = csvReader.read_csv_dataset_right(os.path.join(fdir_bakruptcy, 'bankruptcy_all.csv'), ',',num_param_in);
bankruptcy_train = csvReader.read_csv_dataset_right(os.path.join(fdir_bakruptcy, 'bankruptcy_train.csv'), ',',num_param_in);
bankruptcy_test = csvReader.read_csv_dataset_right(os.path.join(fdir_bakruptcy, 'bankruptcy_test.csv'), ',',num_param_in);
return {'NAME': 'Bankruptcy', 'train': bankruptcy_train, 'test': bankruptcy_test, 'all':bankruptcy_all};
def sonar(self):
#sonar dataset
num_params_in = 60;
sonar_train = csvReader.read_csv_dataset_right(os.path.join(fdir_sonar,'sonar_train.csv'),',',num_params_in);
sonar_test = csvReader.read_csv_dataset_right(os.path.join(fdir_sonar,'sonar_test.csv'),',',num_params_in);
sonar_all = csvReader.read_csv_dataset_right(os.path.join(fdir_sonar,'sonar_all.csv'),',',num_params_in);
return {'NAME': 'SONAR', 'train': sonar_train, 'test': sonar_test, 'all':sonar_all};
def vertebral_column3C(self):
#vertebral column with three classes
num_params_in = 6;
column3c_all = csvReader.read_csv_dataset_right(os.path.join(fdir_vertebral_column,'column_3C_all.csv'),',',num_params_in);
column3c_train = csvReader.read_csv_dataset_right(os.path.join(fdir_vertebral_column,'column_3C_train.csv'),',',num_params_in);
column3c_test = csvReader.read_csv_dataset_right(os.path.join(fdir_vertebral_column,'column_3C_test.csv'),',',num_params_in);
return {'NAME': 'VertebralCol3C', 'train': column3c_train, 'test': column3c_test, 'all':column3c_all};
def seeds(self):
#seeds
num_params_in = 7;
seeds_train = csvReader.read_csv_dataset_right(os.path.join(fdir_seeds,'seeds_train.csv'),',', num_params_in);
seeds_test = csvReader.read_csv_dataset_right(os.path.join(fdir_seeds,'seeds_test.csv'),',', num_params_in);
seeds_all = csvReader.read_csv_dataset_right(os.path.join(fdir_seeds,'seeds_all.csv'),',', num_params_in);
return {'NAME': 'Seeds', 'train': seeds_train, 'test': seeds_test, 'all':seeds_all};
def parkinsons(self):
#parkinsons
num_params_in = 22;
parkinsons_train = csvReader.read_csv_dataset_right(os.path.join(fdir_parkinsons,'parkinsons_train.csv'),',',num_params_in);
parkinsons_test = csvReader.read_csv_dataset_right(os.path.join(fdir_parkinsons,'parkinsons_test.csv'),',',num_params_in);
parkinsons_all = csvReader.read_csv_dataset_right(os.path.join(fdir_parkinsons,'parkinsons_all.csv'),',',num_params_in);
return {'NAME': 'Parkinsons', 'train': parkinsons_train, 'test': parkinsons_test, 'all':parkinsons_all};
def iris(self):
#iris dataset
num_params_in = 4;
iris_all = csvReader.read_csv_dataset_right(os.path.join(fdir_iris,'iris_all.csv'),',',num_params_in);
iris_train = csvReader.read_csv_dataset_right(os.path.join(fdir_iris,'iris_train1.csv'),',',num_params_in);
iris_test = csvReader.read_csv_dataset_right(os.path.join(fdir_iris,'iris_test1.csv'),',',num_params_in);
return {'NAME': 'IRIS', 'train': iris_train, 'test': iris_test, 'all': iris_all};
