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Candidate Elimination - CEDAR

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What Training Example Should the<br />

Learner Request Next<br />

• If learner is allowed to conduct experiments in<br />

which it chooses the next instance, then obtains<br />

correct classification of instance from an<br />

external oracle (eg, nature or teacher).<br />

Example Sky AirTemp Humidity Wind Water Forecast EnjoySport<br />

1 Sunny Warm Normal Strong Warm Same Yes<br />

2 Sunny Warm High Strong Warm Same Yes<br />

3 Rainy Cold High Strong Warm Change No<br />

4 Sunny Warm High Strong Cool Change Yes<br />

• Consider Version Space learned<br />

27

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