Active learning (machine learning): Difference between revisions

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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.
 
==QuerySampling strategiesmethods==
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" />