def METHOD_NAME(annotate=False):
    create_base(supervised=True)
    if annotate:
        fontdict = {"color": "r", "weight": "bold", "size": 14}
        plt.text(
            1.9,
            4.55,
            "X = vec.fit_transform(input)",
            fontdict=fontdict,
            rotation=20,
            ha="left",
            va="bottom",
        )
        plt.text(
            3.7,
            3.2,
            "clf.fit(X, y)",
            fontdict=fontdict,
            rotation=20,
            ha="left",
            va="bottom",
        )
        plt.text(
            1.7,
            1.5,
            "X_new = vec.transform(input)",
            fontdict=fontdict,
            rotation=20,
            ha="left",
            va="bottom",
        )
        plt.text(
            6.1,
            1.5,
            "y_new = clf.predict(X_new)",
            fontdict=fontdict,
            rotation=20,
            ha="left",
            va="bottom",
        )