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Candidate Elimination - CEDAR

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An Unbiased Learner<br />

• EnjoySport has instance space size of<br />

3.2.2.2.2.2=96<br />

• Number of concepts teachable is 2 96 =10 28<br />

• Conjunctive hypothesis space has only 973 =<br />

(1+4.3.3.3.3.3) concepts, which is very biased!<br />

• Analogous to Number of functions of n binary<br />

variables is<br />

2 k where k=2 n<br />

35

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