Classification when Learning is not Feasible
Consider classification problems, where attributes do not give any information about the class label. I do not know what kind of behavior to expect when running a classification algorithm in this setting (let's assume ID3 decision trees for simplicity). The decision tree constructed should be some kind of "empty" model, because it's even less than a decision stump (i.e.
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