Question

In an Unsupervised learning ____________

(a) Specific output values are given

(b) Specific output values are not given

(c) No specific Inputs are given

(d) Both inputs and outputs are given

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My query is from Learning in chapter Learning of Artificial Intelligence

Select the correct answer from above options

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Answer 1

Correct choice is (b) Specific output values are not given

To explain: The problem of unsupervised learning involves learning patterns in the input when no specific output values are supplied. We cannot expect the specific output to test your result. Here the agent does not know what to do, as he is not aware of the fact what propose system will come out. We can say an ambiguous un-proposed situation.