Hi Daniel, you used the NLCD2011classification schema. This schema is not suitable for your purpose. You have to go to the classification tools - training samples manager and "Create a new Schema" thats appropiate for your classes. With this new Schema you can go to the Object based Classification. I hope it works.
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