def ds_pathfinder_4e3():
""" The 'pathfinder' dataset with 4e3 samples"""
configuration = dict()
configuration['label'] = 'ds_pathfinder_4e3'
configuration['sourcepath'] = testutil.bif_folder / 'pathfinder.bif'
configuration['sample_count'] = int(4e3)
configuration['random_seed'] = 97
configuration['values_as_indices'] = True
configuration['objectives'] = []
return testutil.MockDataset(configuration)
def dataset(size):
configuration = dict()
configuration['label'] = 'ds_lc_repaired_{}'.format(int(size))
configuration['sourcepath'] = testutil.bif_folder / 'lc_repaired.bif'
configuration['sample_count'] = int(size)
configuration['values_as_indices'] = True
configuration['objectives'] = []
configuration['method'] = 'exact'
configuration['random_seed'] = 1984
return testutil.MockDataset(configuration)
def ds_survey_5e2():
"""The 'survey' dataset with 5e2 samples"""
configuration = dict()
configuration['label'] = 'ds_survey_5e2'
configuration['sourcepath'] = testutil.bif_folder / 'survey.bif'
configuration['sample_count'] = int(5e2)
configuration['random_seed'] = 44 * 40 + 1
configuration['values_as_indices'] = True
configuration['objectives'] = []
return testutil.MockDataset(configuration)
def ds_alarm_3e2():
configuration = dict()
configuration['label'] = 'ds_alarm_3e2'
configuration['sourcepath'] = testutil.bif_folder / 'alarm.bif'
configuration['sample_count'] = int(3e2)
configuration['values_as_indices'] = True
configuration['objectives'] = []
configuration['random_seed'] = 1983
configuration['method'] = 'random'
return testutil.MockDataset(configuration)
def ds_alarm_4e4():
""" The 'alarm' dataset with 4e4 samples"""
configuration = dict()
configuration['label'] = 'ds_alarm_4e4'
configuration['sourcepath'] = testutil.bif_folder / 'alarm.bif'
configuration['sample_count'] = int(4e4)
configuration['random_seed'] = 235711131719
configuration['values_as_indices'] = True
configuration['objectives'] = []
return testutil.MockDataset(configuration)
def ds_lungcancer_4e4():
""" The 'lungcancer' dataset with 4e4 samples"""
configuration = dict()
configuration['label'] = 'ds_lungcancer_4e4'
configuration['sourcepath'] = testutil.bif_folder / 'lungcancer.bif'
configuration['sample_count'] = int(4e4)
configuration['random_seed'] = 129
configuration['values_as_indices'] = False
configuration['objectives'] = []
return testutil.MockDataset(configuration)