Random Forest

def cric__random_forest():
    """ Random Forest
    """
    model = sklearn.ensemble.RandomForestClassifier(100, random_state=0)

    # we want to explain the raw probability outputs of the trees
    model.predict = lambda X: model.predict_proba(X)[:,1]
    
    return model