f1_scores.json

{
    "ignore": {
        "f1_macro_average": 0.6234,
        "f1_weighted_average": 0.243
    },
    "logistic_regression": {
        "f1_macro_average": 0.3080459770114942,
        "f1_weighted_average": 0.27427349448199484
    },
    "naive_bayes": {
        "f1_macro_average": 0.745210248339831,
        "f1_weighted_average": 0.7528201099086042
    },
    "stochastic_gradient_descent": {
        "f1_macro_average": 0.3080459770114942,
        "f1_weighted_average": 0.27427349448199484
    },
    "k_nearest_neighbours": {
        "f1_macro_average": 0.8329114486188827,
        "f1_weighted_average": 0.834311214741754
    },
    "decision_tree": {
        "f1_macro_average": 0.8039087947882736,
        "f1_weighted_average": 0.804337333751772
    },
    "random_forest": {
        "f1_macro_average": 0.8278205861570039,
        "f1_weighted_average": 0.8302037053826098
    },
    "support_vector_machine": {
        "f1_macro_average": 0.35683760683760685,
        "f1_weighted_average": 0.3959593378198029
    },
    "xg_boost": {
        "f1_macro_average": 0.7979323308270677,
        "f1_weighted_average": 0.8005083306272326
    }
}