COMPUTER SCIENCE AND ENGINEERING
MACHINE LEARNING
|
Question
[CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]
|
|
|
No action. keep the value as it is.
|
|
|
replace it by?
|
|
|
replace it by $
|
|
|
re phrase the entire hypothesis
|
Detailed explanation-1: -Introduction : The find-S algorithm is a basic concept learning algorithm in machine learning. The find-S algorithm finds the most specific hypothesis that fits all the positive examples.
Detailed explanation-2: -The CANDIDATE-ELIMINATION algorithm finds all describable hypotheses that are consistent with the observed training examples.
Detailed explanation-3: -FIND-S Algorithm starts from the most specific hypothesis and generalizes it by considering only positive examples.
Detailed explanation-4: -The Find-S algorithm only considers the positive examples and eliminates negative examples. For each positive example, the algorithm checks for each attribute in the example. If the attribute value is the same as the hypothesis value, the algorithm moves on without any changes.