def get_reader(): reader = CSVDriver(transformer=ART_transformer) reader.set_data_source('census-income.data') # reader.set_input_bounds([[0.0, 200.0], [0.0, 50000.0]]) reader.set_input_bounds([[0.0, 200.0]]) reader.set_sensitiveness([True]) return reader
def get_reader(): reader = CSVDriver(transformer=ART_transformer) reader.set_data_source('ds1.10.csv') reader.set_input_bounds([[-13.4531, -0.010748], [-6.4655, 5.9762], [-7.5628, 5.6764], [-4.7937, 5.3849], [-6.9696, 4.7242], [-5.0108, 6.466], [-4.6077, 6.3295], [-4.9134, 4.5263], [-5.12, 4.7116], [-3.4201, 4.9505]]) reader.set_sensitiveness( [True, True, True, True, True, True, True, True, True, True]) return reader
def get_reader(): reader = CSVDriver(transformer=ART_transformer) reader.set_data_source('ds1.10.csv') reader.set_input_bounds([[-13.4531, -0.010748], [-6.4655, 5.9762], [-7.5628, 5.6764], [-4.7937, 5.3849], [-6.9696, 4.7242], [-5.0108, 6.466], [-4.6077, 6.3295], [-4.9134, 4.5263], [-5.12, 4.7116], [-3.4201, 4.9505]]) reader.set_sensitiveness([True, True, True, True, True, True, True, True, True, True]) return reader
def get_reader(): reader = CSVDriver(filter=ART_filter, transformer=ART_transformer, delimiter=' ') reader.set_data_source('sensordb.txt') reader.set_input_bounds([[0, 0], [0, 1]]) reader.set_sensitiveness([False, True]) return reader