run_experiment.py 文件源码

def svr_grid():
    param_grid = {
        'C': [1e-2, 1, 1e2],
        'gamma': [1e-1, 1, 1e1]

    }
    clf = GridSearchCV(SVR(kernel='rbf'), verbose=VERBOSE, n_jobs=THREADS, param_grid=param_grid)
    return clf


# Perform an experiment for a single model type.