In Isaac Asimov's series of robot stories, what were the laws that made up each of the robots' essential beings?
What will be an ideal response?
1. A robot may not injure a human being or, through inaction, allow a human being to come to harm.
2. A robot must obey orders given to it by human beings, except where such orders would conflict with the First Law.
3. A robot must protect its own existence, as long as such protection does not conflict with the First Law or Second Law.
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Prove that if the confidence of the rule {a} ?? {b} is less than the support of {b}, then: i. c({a} ?? {b}) > c({a} ?? {b}), ii. c({a} ?? {b}) > s({b}), where c(·) denote the rule confidence and s(·) denote the support of an itemset.
Suppose we have market basket data consisting of 100 transactions and 20 items. If the support for item a is 25%, the support for item b is 90% and the support for itemset {a, b} is 20%. Let the support and confidence thresholds be 10% and 60%, respectively.
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Answer the following statement true (T) or false (F)