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The process of assessing whether the results of an analysis are likely to hold outside of the original research setting. DO NOT use this tag for discussing 'validity' of a measurement or instrument (such as that it measures what it purports to), use [validity] tag instead.
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Random initialization of weights
You can use one of the weight initialization strategies to initialize your weights and store the weights of the best performing network and reuse them time and again to get better results.