eb3909bf3767ceb38119bc93f055650b60cced23,tpot/config/classifier_cuml.py,,,#,32

Before Change

        "iterated_power": range(1, 11),
    },

    "sklearn.preprocessing.PolynomialFeatures": {
        "degree": [2],
        "include_bias": [False],
        "interaction_only": [False]
    },

    "sklearn.kernel_approximation.RBFSampler": {
        "gamma": np.arange(0.0, 1.01, 0.05)

After Change

        "C": [1e-4, 1e-3, 1e-2, 1e-1, 0.5, 1., 5., 10., 15., 20., 25.,],
    },

    "xgboost.XGBClassifier": {
        "n_estimators": [100],
        "max_depth": range(3, 10),
        "learning_rate": [1e-2, 1e-1, 0.5, 1.],
        "subsample": np.arange(0.05, 1.01, 0.05),
        "min_child_weight": range(1, 21),
        "alpha": [1, 10],
        "tree_method": ["gpu_hist"],
        "nthread": [1]
    },

    // Sklearn Preprocesssors

Instances