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Undid revision 1176600427 by 128.30.9.215 (talk)Reverted unexplained edit. "Query strategies" is more general than "Sampling methods" and not all of these strategies are sampling methods. |
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*'''Stream-Based Selective Sampling''': Here, each unlabeled data point is examined one at a time with the machine evaluating the informativeness of each item against its query parameters. The learner decides for itself whether to assign a label or query the teacher for each datapoint.
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Algorithms for determining which data points should be labeled can be organized into a number of different categories, based upon their purpose:<ref name="settles" />
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