<SYSTEM_TASK:>
Solve the following problem using Python, implementing the functions described below, one line at a time
<END_TASK>
<USER_TASK:>
Description:
 def predict(self, X):
 """ Use the POU value we computed in fit to choose randomly between GPEi and uniform random selection. """

        if np.random.random() < self.POU:
            # choose params at random to avoid local minima
            return Uniform(self.tunables).predict(X)

        return super(GPEiVelocity, self).predict(X)