Projet_TA/data.json at main · eliottthomas99/Projet_TA · GitHub

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{
    "SGD": {
        "params": {
            "clf__alpha": 1.2000000000000002e-05,
            "clf__penalty": "l1",
            "tfidf__max_df": 0.75,
            "tfidf__min_df": 1,
            "tfidf__ngram_range": [
                1,
                1
            ]
        },
        "best_score": 0.8769590395125022
    },
    "RF": {
        "params": {
            "clf__criterion": "gini",
            "clf__max_depth": 600,
            "clf__max_features": "sqrt",
            "clf__min_samples_leaf": 2,
            "clf__min_samples_split": 32,
            "clf__n_estimators": 100,
            "clf__warm_start": false
        },
        "best_score": 0.8391769441865644
    },
    "GB": {
        "params": {
            "clf__learning_rate": 0.2,
            "clf__n_estimators": 200
        },
        "best_score": 0.7047644196092446
    },
    "LR": {
        "params": {
            "clf__C": 10,
            "clf__tol": 1e-08
        },
        "best_score": 0.8230677619122002
    },
    "PER": {
        "params": {
            "clf__alpha": 5.272631578947369e-06,
            "clf__penalty": "l1"
        },
        "best_score": 0.818353925564533
    },
    "SVC": {
        "params": {
            "clf__dual": false,
            "clf__loss": "squared_hinge",
            "clf__penalty": "l1"
        },
        "best_score": 0.868916566574562
    }
}