{
    "svm": [
        {"C": [1, 10, 100], "gamma": [0.01, 0.001], "kernel": ["linear"]},
        {"C": [1, 10, 100], "gamma": [0.01, 0.001],"kernel": ["rbf"]}
    ],
    "rf": {
        "max_depth": [3],
        "random_state": [0],
        "min_samples_split": [2],
        "min_samples_leaf": [1],
        "n_estimators": [20],
        "bootstrap": [true, false],
        "criterion": ["gini", "entropy"]
    },
    "pred_cols": ["Age", "Pclass", "Sex", "Fare"],
    "dep_var": "Survived"
}