Question: The data analytics on determining fraud transactions may involve association rule mining. The following table shows a list of credit card transactions. Please work out

The data analytics on determining fraud transactions may involve association rule mining. The following table shows a list of credit card transactions. Please work out the support and confidence of rule {Middle-aged user, between 13 and 21, Internet Channel} ->{Average amount}, and explain the meanings of the two values. List your mathematic steps please.

Transaction ID

Age of user

Time of transaction

Channel of transaction

Amount of Transaction

1

Old

Between 7 and 13

POS channel

Low

2

Young

Between 0 and 7

Mobile channel

Average

3

Middle-aged

Between 13 and 21

Internet channel

Average

4

Middle-aged

Between 21 and 24

Mobile channel

High

5

Young

Between 21 and 24

Mobile channel

Low

6

Old

Between 12 and 21

POS channel

Average

7

Middle-aged

Between 13 and 21

Internet channel

Average

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