Consider the set of five transactions shown in Table 10.7. Using the Apriori algorithm, find the frequent
Question:
Consider the set of five transactions shown in Table 10.7. Using the Apriori algorithm, find the frequent itemset and generate association rules. Assume that the minimum support is 60 per cent and the minimum confidence is 80 per cent.
Transcribed Image Text:
Table 10.7 An example of market basket transactions Transactions 12345 ο Items Bread, Cheese, Orange Juice, Sugar Bread, Milk Beef, Cheese, Milk, Orange Juice Bread, Cheese, Milk, Orange Juice Beef, Bread, Cheese, Milk
Fantastic news! We've Found the answer you've been seeking!
Step by Step Answer:
Answer rating: 66% (3 reviews)
Given transactions 1 Bread Cheese Orange Juice Sugar 2 Bread Milk 3 Beef Cheese Milk Orange Juice 4 ...View the full answer
Answered By
Joseph Mwaura
I have been teaching college students in various subjects for 9 years now. Besides, I have been tutoring online with several tutoring companies from 2010 to date. The 9 years of experience as a tutor has enabled me to develop multiple tutoring skills and see thousands of students excel in their education and in life after school which gives me much pleasure. I have assisted students in essay writing and in doing academic research and this has helped me be well versed with the various writing styles such as APA, MLA, Chicago/ Turabian, Harvard. I am always ready to handle work at any hour and in any way as students specify. In my tutoring journey, excellence has always been my guiding standard.
4.00+
1+ Reviews
10+ Question Solved
Related Book For
Artificial Intelligence A Guide To Intelligent Systems
ISBN: 9781408225745
3rd Edition
Authors: Michael Negnevitsky
Question Posted:
Students also viewed these Computer science questions
-
Consider the transactions shown in Table 7.14, with an item taxonomy given in Figure 7.25. Table 7.14. Example of market basket transactions. (a) What are the main challenges of mining association...
-
Consider the market basket transactions shown in Table 6.2. (a) What is the maximum number of association rules that can be extracted from this data (including rules that have zero support)? (b) What...
-
The Apriori algorithm uses a generate-and-count strategy for deriving frequent itemsets. Candidate itemsets of size k + 1 are created by joining a pair of frequent itemsets of size k (this is known...
-
Finally, Reza mentions that he was hired into the CFO role on an interim basis with the possibility of being made permanent based on performance. Although he wants to succeed in this role, he does...
-
Imex Services Co, offers its services to individuals desiring to improve their personal images. After the accounts have been adjusted or March 31, the end of the fiscal year, the following balances...
-
The center of the pulley is being lifted vertically with an acceleration of 4 m/s at the instant it has a velocity of 2 m/s. If the cable does not slip on the pulley's surface, determine the...
-
Harbord Cruise Lines is about to add a new fleet of cruise ships. It will lease the ships, paying $50 million at the end of each year for the next 10 years. These lease payments correspond to an...
-
CSC is evaluating a new project to produce encapsulators. The initial investment in plant and equipment is $500,000. Sales of encapsulators in year 1 are forecasted at $200,000 and costs at $100,000....
-
4. In doubly linked lists, traversal can be performed?4 a) Only in forward direction b) Only in reverse direction c) In both directions d) None
-
What is the basis for the popularity of neural networks? In what areas have neural networks been applied most successfully? Explain why and give examples.
-
Develop a fuzzy expert system for detecting fraudulent claims for home insurance. Assume the following seven input variables: the number of claims filed by a claimant in the last 12 months, amount of...
-
The platform assembly has a weight of 250 lb and center of gravity at G1 If it is intended to support a maximum load of 400 lb placed at point G2 determine the smallest counterweight W that should be...
-
Migatus Enterprise is one of the top retail companies in the Philippines. Mr. Rene Tanasas, its Chief Executive Officer (CEO), wanted to establish a simple income statement model that can forecast...
-
According to the Hawail Wildlife Fund, North Pacific Humpback Whales migrate from the icy waters around Alaska during the fall to spend the winter in Hawaii where they mate, give birth, and nurture...
-
1. 2. 3. 4. 5. 6. For every sales rep, list the sales rep's last name and the sales rep's first name in lower case letters. For every customer, list the customer's last name and the customer's first...
-
b) Fill in blank spaces in Table 1b and interpret the results. Given the following marketing report from a production firm, answer the following questions. Table 1a Confirmatory Specification with...
-
Draw two boxes and label with names of learners A and B. Below [A], write "Saver",and below [B], write "users of funds" If A knows that B is in need of funds, or if B knows that A is willing to...
-
Explain the circumstances under which an environmental impact statement must be filed, and describe the statement's required content.
-
Explain the term global capital markets. This chapter primarily discusses global equity markets. What other types of financial instruments are traded in these markets? How important are global...
-
Calculate the time necessary to perform a multiply using the approach given in Figures 3.3 and 3.4 if an integer is 8 bits wide and each step of the operation takes 4 time units. Assume that in step...
-
Calculate the time necessary to perform a multiply using the approach described in the text (31 adders stacked vertically) if an integer is 8 bits wide and an adder takes 4 time units.
-
Calculate the time necessary to perform a multiply using the approach given in Figure 3.7 if an integer is 8 bits wide and an adder takes 4 time units. Figure 3.7 Mplier31 Mcand Mplier30 Mcand...
-
14. ABC Corp. has a stock price of $50. The firm just paid a dividend of $3 per share, and shareholders expect this dividend to increase at a rate of 5% per year. Use the Gordon dividend model to...
-
Whitney Company common stock is currently selling for $20 per share. Security analysts at Jonathan LLC have assigned the following probability distribution to the price of (and rate of return) on...
-
In a symmetric multiprocessing (SMP) system, what is responsible for distributing work to all the processors? How does SMP differ from asymmetric multiprocessing systems? What is the system bus?...
Study smarter with the SolutionInn App