Computes the GP-Lower Confidence Bound

def _compute_acq(self, x):
        """
        Computes the GP-Lower Confidence Bound 
        """
        m, s = self.model.predict(x)   
        f_acqu = -m + self.exploration_weight * s
        return f_acqu