a456f784eda6257b73b25fc6c4ee5682dc1341f2,hpsklearn/components.py,,svc_poly,#Any#Any#Any#Any#Any#Any#Any#Any#Any#Any#,192

Before Change

            q=1) if degree is None else degree,
        shrinking=hp_bool(
            _name("shrinking")) if shrinking is None else shrinking,
        tol=hp.lognormal(
            _name("tol"),
            np.log(1e-3),
            np.log(10)) if tol is None else tol,
        // -- this is basically only here to prevent
        //    an infinite loop in libsvm"s solver.
        //    A more useful control mechanism might be a timer

After Change

        return "%s.%s_%s" % (name, "poly", msg)

    // -- (K(x, y) + coef0)^d
    poly_coef0 = hp.choice(_name("coef0nz"), [
            0.0,
            hp.uniform( _name("coef0"), 0.0, 1.0)])

Instances