Question
A grocery store would like to gain insight into its customers' purchase to possibly improve its in-aisle product placement and cross-product promotions. The table below
A grocery store would like to gain insight into its customers' purchase to possibly improve its in-aisle product placement and cross-product promotions. The table below contains a small sample of data in which each transaction consists of the items purchased by a shopper in a single visit to the store.
Transaction | Items |
1 | bread, eggs, milk |
2 | bread, sugar |
3 | bread, cereal |
4 | bread, milk, sugar |
5 | cereal, milk |
6 | bread, cereal |
7 | cereal, milk |
8 | bread, cereal, eggs, milk |
9 | bread, cereal, milk |
10 | bread, cereal, eggs, milk |
The support count of antecedent and consequent = __________.
Question 30 options:
|
5
|
|
6
|
|
3
|
|
2
|
|
8
|
|
4
|
|
7
|
|
1
|
Question 1B (2 points)
The lift ratio =
Round the final answer to two decimal places, e.g., 0.12, when necessary.
Question 1A (2 points)
The confidence =
Round the final answer to two decimal places, e.g., 0.12, when necessary.
Question 1C (1 point)
Consider the following statement:
For the sample data, the aforementioned association rule "If {cereal, eggs}, then {bread}" is more useful in identifying a customer who is likely to purchase bread than no association rule at all (e.g., random sampling).
This statement is __________.
Question 1C options:
|
cannot tell whether it is true or false; more information is needed.
|
|
true
|
|
false
|
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