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to minimize your expected penalty,
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if the penalty is the squared error.
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So because of that--
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so that's connected to a mathematical thing
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and orthogonal vectors and all that.
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Because of that, the error we talk about always is the squared error.
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And so that's whenever we're measuring uncertainty,
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we're going to talk about the squared error,
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the average of the squared errors--
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or the square root of that, which is called the standard deviation.
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Okay, I've one more minute to just finish this.
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I'm assuming you all know that or can learn that.