Course Solutions Uncategorized (Solved) : Id3 Searches One Consistent Hypothesis Whereas Candidate Eliminatioanlgorithmfindsallconsi Q28401837 . . . .

(Solved) : Id3 Searches One Consistent Hypothesis Whereas Candidate Eliminatioanlgorithmfindsallconsi Q28401837 . . . .

June 27, 2024June 27, 2024| adminadmin| 0 Comment| 8:06 pm
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Example Sky AirTemp Humidity Wind Water Forecast EnjoySport Sunny WarmNormal Strong Warm Same Sunny Warm Rainy SunnyWarm Yes Yes 0 Yes 2 High Strong High HighStrong Coo Change WarmSame yCold Strong Warm Change 4 TABLE 2.1 Positive and negative training examples for the target concept EnjoySport.

ID3 searches for just one consistent hypothesis, whereas theCANDIDATE-ELIMINATIOaNlgorithmfindsallconsistenthypotheses.Considerthecorrespondencebetween these two learning algorithms.
( a ) Show the decision tree that would be learned by ID3assuming it is given the

four training examples for the Enjoy Sport? targetconcept shown in Table 2.1

of Chapter 2.
(b) What is the relationship between the learned decision tree

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