SKLEARN_BENCHMARKS = [
    {
        "id": "sklearn-rf",
        "name": "RandomForest",
        "is_baseline": True,
        "metrics": {
            "Iris": 0.9000, "Wine": 1.0000, "Breast Cancer": 0.9561, "Digits": 0.9639, 
            "Balance Scale": 0.7500, "Blood Transfusion": 0.7467, "Haberman": 0.6290, 
            "Seeds": 0.9048, "Teaching Assistant": 0.6129, "Zoo": 0.9048, 
            "Planning Relax": 0.7027, "Ionosphere": 0.9577, "Sonar": 0.8810, 
            "Glass": 0.8140, "Vehicle": 0.7294, "Liver Disorders": 0.9178, 
            "Heart Statlog": 0.8148, "Pima Indians Diabetes": 0.7597, 
            "Australian": 0.9466, "Monks-1": 1.0000
        }
    },
    {
        "id": "sklearn-hgb",
        "name": "HistGradientBoost",
        "is_baseline": True,
        "metrics": {
            "Iris": 0.9000, "Wine": 1.0000, "Breast Cancer": 0.9737, "Digits": 0.9583, 
            "Balance Scale": 0.7500, "Blood Transfusion": 0.7733, "Haberman": 0.6290, 
            "Seeds": 0.8571, "Teaching Assistant": 0.6129, "Zoo": 0.9524, 
            "Planning Relax": 0.5676, "Ionosphere": 0.9859, "Sonar": 0.8095, 
            "Glass": 0.6744, "Vehicle": 0.7706, "Liver Disorders": 0.9193, 
            "Heart Statlog": 0.8333, "Pima Indians Diabetes": 0.7532, 
            "Australian": 0.9351, "Monks-1": 1.0000
        }
    },
    {
        "id": "sklearn-lr",
        "name": "LogisticRegression",
        "is_baseline": True,
        "metrics": {
            "Iris": 0.9333, "Wine": 0.9722, "Breast Cancer": 0.9825, "Digits": 0.9722, 
            "Balance Scale": 0.6500, "Blood Transfusion": 0.7667, "Haberman": 0.6774, 
            "Seeds": 0.8810, "Teaching Assistant": 0.6129, "Zoo": 0.9048, 
            "Planning Relax": 0.7027, "Ionosphere": 0.9296, "Sonar": 0.8333, 
            "Glass": 0.6744, "Vehicle": 0.8176, "Liver Disorders": 0.3430, 
            "Heart Statlog": 0.8519, "Pima Indians Diabetes": 0.7143, 
            "Australian": 0.9237, "Monks-1": 0.6429
        }
    }
]