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The fact that they are slightly smaller may be an artifact of the relatively small sizes of the training and test sets and the fact that we decided to doing a single taining-set/test-set split rather than use cross-validation.
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I decided to do a crude check.
He decided to do a "Petrushka".
"We decided to do a preliminary study.
"So we decided to do a study".
So Ms. Clarke-Pine decided to do a survey.
So I decided to do a quick one myself.
So I decided to do a little tweaking.
So I decided to do a budget for 2013.
Imagine if Meryl Streep decided to do a high school play.
So White decided to do a men's day.
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