DE-AC04-76DO00789. We thank Robert Holte for providing the **oil spill dataset used in**
their paper. We also thank Foster Provost for clarifying his **method of using the Satimage**
dataset. We would also like to thank the anonymous reviewers **for their various insightful**
comments and suggestions.