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Is There a Good or a Bad Dimension?
Zillow expert: It's a problem of modeling in all fields that you have to understand. If you just throw random data like, oh, the amount of mailboxes per square mile, that's not a great dimension to throw into your model. "You might notice if you apply a Katie technique to a dimension that doesn't have a significant correspondence with your target value," he says.