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The notion of minimax sampling is recently designed for your typical class of classification policies, named course-sensible clever classifiers. In this instance, the sampling ratio of classes is chosen so which the worst situation classifier mistake in excess of all of the probable population statistics for course prior probabilities, might be the ideal.[seven] Accidental sampling[edit]
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A less expensive approach might be to employ a stratified sample with urban and rural strata. The agricultural sample could be below-represented from the sample, but weighted up appropriately inside the Investigation to compensate.
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