autoML-models/configurations.json at master · quality-attributes/autoML-models · GitHub

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{
    "MultinomialNB": {
        "population": 46,
        "generations": 82,
        "crossover": 0.8373,
        "factor": 0.3984,
        "hyperparameters": [
            "alpha",
            "fit_prior"
        ]
    },
    "DecisionTreeClassifier": {
        "population": 32,
        "generations": 89,
        "crossover": 0.4073,
        "factor": 1.1551,
        "hyperparameters": [
            "criterion",
            "splitter",
            "max_depth",
            "min_samples_leaf",
            "min_weight_fraction_leaf",
            "max_features",
            "random_state",
            "max_leaf_nodes",
            "min_impurity_decrease"
        ]
    },
    "SVC": {
        "population": 40,
        "generations": 11,
        "crossover": 0.1564,
        "factor": 1.7257,
        "hyperparameters": [
            "C",
            "kernel",
            "degree",
            "gamma",
            "probability",
            "random_state"
        ]
    },
    "RandomForestClassifier": {
        "population": 20,
        "generations": 83,
        "crossover": 0.2153,
        "factor": 1.0173,
        "hyperparameters": [
            "n_estimators",
            "max_depth",
            "min_samples_split",
            "min_samples_leaf",
            "max_features",
            "bootstrap",
            "random_state"
        ]
    }
}