Question: Watch the Apriori Algorithm (Associated Learning) - Fun and Easy Machine Learning by Augmented Startups. Approx. 12 min updated link : https://www.youtube.com/watch?v=WGlMlS_Yydk Data Table TID

Watch the Apriori Algorithm (Associated Learning) - Fun and Easy Machine Learning by Augmented Startups. Approx. 12 min

updated link :

https://www.youtube.com/watch?v=WGlMlS_Yydk

Data Table

TID	Bread	Peanuts	Milk	Fruit	Jam	Soda	Chips	Cheese	Yogurt
1	1	1	1	1	1	0	0	0	0
2	1	0	1	1	1	1	1	0	0
3	1	0	0	0	1	1	1	0	0
4	0	1	1	1	1	1	0	0	0
5	1	0	1	0	1	1	1	0	0
6	0	0	1	1	0	1	1	0	0
7	0	1	1	1	0	1	0	0	0
8	0	0	0	1	0	0	0	1	1

Using the market basket data above, answer the following questions. Make sure you show you work in this document. (Note: Support threshold: 50%)

What items represent Itemset (I)?

How many transactions in this market basket?

What is the support?

What is the confidence?

What is the lift?

What is the conviction?

Complete Steps 1-6 described in the video by using the market basket data table from above. (Hint: Step 6 should produce the significant 3-itemset) Show your work!!

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