Association Data Mining In this Assignment you will explore unsupervised knowledge discovery…

Association Data Mining

In this Assignment you will explore unsupervised knowledge discovery techniques of association rule mining and sequential patterns mining. In particular you will apply some of the techniques discussed in the lectures by tracing the algorithms using sample data sets.

Consider the following transaction database. Each row represents a single transaction in which the specified items have been purchased.

Transaction ID

Items Purchased

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20

A,B,C,D
B,C,D,E,G
A,C,G,H,K
B,C,D,E,K
D,E,F,H,L
A,B,C,D,E,L
A,D,E,F,L
B,I,K,L
C,D,F,L
A,B,D,E,K
C,D,H,I,K
B,C,E,K
B,C,D,F
A,B,C,D
C,H,I,J
A,E,F,H,L
H,K,L
A,B,D,H,K
D,E,K
B,C,D,E,H

1. Applying the Apriori algorithm with minimum support of 30% find all the frequent item sets in the data set. For each step in the algorithm, give the list of frequent item sets that satisfy minimum support (i.e., for each iteration i, give the set Li along with the support values for the frequent item sets).

2. From the maximal frequent item sets in part a, generate all association rules that meet a minimum confidence of 75%. In addition to the confidence also specify the Lift (improvement) values for each of the final set of rules you discovered.

Calculate the price
Make an order in advance and get the best price
Pages (550 words)
$0.00
*Price with a welcome 15% discount applied.
Pro tip: If you want to save more money and pay the lowest price, you need to set a more extended deadline.
We know how difficult it is to be a student these days. That's why our prices are one of the most affordable on the market, and there are no hidden fees.

Instead, we offer bonuses, discounts, and free services to make your experience outstanding.
How it works
Receive a 100% original paper that will pass Turnitin from a top essay writing service
step 1
Upload your instructions
Fill out the order form and provide paper details. You can even attach screenshots or add additional instructions later. If something is not clear or missing, the writer will contact you for clarification.
Pro service tips
How to get the most out of your experience with MyhomeworkGeeks
One writer throughout the entire course
If you like the writer, you can hire them again. Just copy & paste their ID on the order form ("Preferred Writer's ID" field). This way, your vocabulary will be uniform, and the writer will be aware of your needs.
The same paper from different writers
You can order essay or any other work from two different writers to choose the best one or give another version to a friend. This can be done through the add-on "Same paper from another writer."
Copy of sources used by the writer
Our college essay writers work with ScienceDirect and other databases. They can send you articles or materials used in PDF or through screenshots. Just tick the "Copy of sources" field on the order form.
Testimonials
See why 20k+ students have chosen us as their sole writing assistance provider
Check out the latest reviews and opinions submitted by real customers worldwide and make an informed decision.
Management
Thank you!!! I received my order in record timing.
Customer 452551, February 9th, 2021
Nursing
Thank you
Customer 453087, March 5th, 2022
English 101
IThank you
Customer 452631, April 6th, 2021
Psychology
Received before the deadline. Great job!
Customer 453027, January 15th, 2022
Economics
Nice work
Customer 453185, May 21st, 2022
Education
Very fast response and did a excellent job.
Customer 453201, May 31st, 2022
Business Studies
Thank you very much for a good job done and a quick turn around time.
Customer 452615, March 31st, 2021
Business Management
Awesome job, Thank you
Customer 453201, June 12th, 2022
Nursing
Paper much better compared to the one prior revision request. References need to be no more than the past 5 years.
Customer 452547, July 20th, 2021
English 101
Thank you for this excellent analysis of the Alchemist.
Customer 453213, June 15th, 2022
English 101
thank you for the excellent work
Customer 452883, October 29th, 2021
Nursing
I just need some minor alterations. Thanks.
Customer 452547, February 10th, 2021
11,595
Customer reviews in total
96%
Current satisfaction rate
3 pages
Average paper length
37%
Customers referred by a friend
OUR GIFT TO YOU
15% OFF your first order
Use a coupon FIRST15 and enjoy expert help with any task at the most affordable price.
Claim my 15% OFF Order in Chat
Live ChatWhatsApp

Are You Looking For Assignment Help? We Can Certainly Assist You