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? ? 7 . T h e p r o b l e m - s o l v i n g a g e

??7.Theproblem-solvingagentwithseveralimmediateoptionsofunknownvaluecandecidewhatto
doby just examining different possible sequences of actions that lead to states of known value,
and then choosing the best sequence. This process of looking for such a sequence is called
Search.
?????????8. Breadth-first search is not optimal when all step costs are equal, because it always expands the
shallowest unexpanded node.
?????????9.InSVM model, normalization's main benefit isto avoid having attributes in greater numeric
ranges dominate those in smaller numeric ranges.
?????????10. Linear Regression aims to capture the functional relationships between one or more numeric
input variables and a categorical output variable.
?????????11.In prediction, linear regression uses a mathematical equation to identify additive mathematical
relationships between explanatory variables and the response variable.
?????????12 Logistic regression is like linear regression where both of them are used to predict a numeric
target variable.

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