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Suppose the data sample S contains n = 40 examples and that hypothesis h commits r = 12 errors over this data.

Suppose the data sample S contains n = 40 examples and that hypothesis h commits r = 12 errors over this data.

The sample error is errors(h) = r/n = 12/40 = 0.30

With the 68% confidence interval estimate for errorD (h).

1 Answer
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Solution:

errorS(h)±1.00errorS(h)(1errorS(h))n

=0.30±(1.000.07)=0.30±0.07

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