Mining association rules with weka

Assignment Help Basic Computer Science
Reference no: EM131074858

Mining Association Rules with Weka

In Module 3, you installed Weka and used Weka to classify some data. This Critical Thinking assignment will require you to use Weka to mine association rules.  We will do this using the apriori algorithm.  Your assignment is to open the data file "vote.arff" and generate the top 10 rules.

Here is a step by step guide to load this file and run generate the rules.

  1. Save the "vote.arff" to someplace on your computer that you can quickly find it. This could be a folder in documents or on your desktop.
  2. Open Weka and go to the Explorer. 
  3. Click "Open File" select the vote.arff from wherever you saved it.
  4. Click the associate tab. You'll notice that the default algorithm used is apriori.  You can click on the values and change them if need be based on the project you are working on.  For our purposes today, you can leave the default values where they are.
  5. Click OK
  6. Click Start

Your report will include a combination of screenshots and written work. In your report, please include:

  1. A screenshot of Weka Explore when the file "vote.arff" is successfully loaded;
  2. A screenshot of Weka Explore when the classification is complete;
  3. After generating the top 10 mining rules using the Apriori algorithm, explain each of the top 10 rules.
  4. Your answer to the following question: What does the confidence of each rule represent? (100 words)

Reference no: EM131074858

Questions Cloud

Network management guide : Throughout this course, you will be working on several aspects of networking that will result in a complete Network Management Guide document for a scenario organization of your choosing. You will work extensively with the concepts of good network..
What happens when x'' (1) and y'' (0) are both the zero vector : What happens when x' (1) and y' (0) are both the zero vector?
Approach the marketing strategy for particular product : Choose a specific product that you use on a daily basis (such as food items, toiletries, or your car). Who are you (demographics, psychographics, etc.)? What do you do with the product (consumption, storage, disposal, etc.)? Where do you purchase the..
Computer with three hard disks : You have a computer with three hard disks. A RAID 0 volume uses space on Disk 1 and Disk 2. R RAID 1 volume uses space on Disk 2 and Disk 3. Disk 2 fails. Which of the following is true?
Mining association rules with weka : In Module 3, you installed Weka and used Weka to classify some data. This Critical Thinking assignment will require you to use Weka to mine association rules.  We will do this using the apriori algorithm.  Your assignment is to open the data file ..
Construct a line segment that points in the direction : Compute the tangent vector x' (t). Determine how x' (0) and x' (1) are related to the control points, and give geometric descriptions of the directions of these tangent vectors. Is it possible to have x' (1) = 0?
Goals and mission of the information security community : The roles of information security professionals are almost always aligned with the goals and mission of the information security community of interest.
Write an instruction for feeding an infant : write an instruction for feeding an infant. If you have some personal experience in this area, you may use this experience as a source of information. However, you should also conduct some research to obtain some expert opinions and to be certain ..
What is natural monopoly : What is a “natural monopoly”? Why is it the case that the market system cannot deliver a sustainable competitive equilibrium in the case of a “natural monopoly”. What, in your view is likely to be the most attractive option for how the government sho..

Reviews

Write a Review

 

Basic Computer Science Questions & Answers

  Describe the activity elimination strategy

Describe the activity elimination strategy and how it contributes to the analysis phase.2-3 sentences and in original content only please.

  What is the asymptotic complexity of the following function

What is the asymptotic complexity of the following function and how did you arrive to this answer.

  Describe various system changeover methods

Briefly describe various system changeover methods. Suggest a changeover method for the system described in the case study and provide specific reasons to support your choice.

  Design a logic program

DESIGN A LOGIC PROGRAM

  What is the duration of a particular type

A microprocessor is clocked at a rate of 8 GHz. a. How long is a clock cycle? 1/frequency=1/(8*10^9) b. What is the duration of a particular type of machine instruction consisting of six clock cycles?

  Assess the ease of use and efficiency of using both windows

evaluate the ease of use and efficiency of using both windows and unix file management systems. of the two file

  People contribution to project management

The effectiveness of projects is partly concerned with how people fit in and contribute to the success of the project. This means there may be synergies in group decision making compared to individual decision making.

  Steps to follow to verify local police department-s findings

Your computer investigation firm has been hired to verify the local police department's findings on a current case. What do you need to ask the police investigator for, and what procedures should you follow?

  Which of the following addresses are not allowed on internet

Which of the following addresses are not allowed on the internet?

  Priority queue

Write a program that shows what happens when random values go first through an ordinary queue and then through a priority queue. The Queue interface specifies add and remove methods that add elements to and remove elements from a queue.

  Creating excel spreadsheet

Creating Excel Spreadsheet.

  Determining asymptotic formula for recurrence equations

Give an asymptotic formula for each of the recurrence equations given below, using big "Θ" rather than just big "O" for better results when possible.

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd