privbayes-example-2.json

{
    "enabled" : false,
    "dataset" : "datasets/polish_data_2011/polish_data_2011",
    "synth-method" : "PrivBayes",
    "parameters":
    {
        "enabled" : true,
        "num_samples_to_synthesize": 5000,
        "random_state": 12345,
        "category_threshold": 30,
        "epsilon": 1.0,
        "k": 3,
        "keys": {},
        "histogram_bins": 30,
        "preconfigured_bn": {}
    },
    "privacy_parameters_disclosure_risk":
    {
        "enabled": true,
        "num_samples_intruder": 2000,
        "vars_intruder": ["sex", "edu", "marital", "ls", "smoke", "wkabint"]
    },
    "utility_parameters_classifiers":
    {
        "enabled": true,
        "input_columns": ["sex", "wkabint", "marital", "sport", "ls", "smoke"],
        "label_column": "edu",
        "test_train_ratio": 0.2,
        "num_leaked_rows": 0
    },
    "utility_parameters_correlations":
    {
        "enabled": true
    }
}