Create and Explore Weka Data File of type ARFF - IT Assignment Help

Assignment Task

Assessment Detail
For this assessment, you are required to use Weka software and a text editor such as WordPad, Notepad++ for windows system or Textedit for Mac.

Task: Create and explore Weka data file of type ARFF
Download a text file called HSbank_data.csv from the subject site (Canvas) under Assessment 3:
Applied Project - Group(30%) page. Open the file using a text editor such as WordPad, Notepad++ etc. for windows system or Textedit for Mac. You need to explore and convert this file into an ARFF file for Weka. The text file you will be using contains a sample of real-life data related to HS bank customers. The HSbank_data.csv file is not entirely formatted as a Weka file (ARFF). This file has some formatting errors, and your task is to find these errors and fix them to have a valid ARFF file.

Save the valid file as HSbank_data.arff.
Explore the HSbank_data.arff dataset using Weka Explorer and answer the following questions.
Make sure to include screenshots of the visualisations to support your answers.
1. Take a screenshot of your corrected ARFF file.
2. Which attribute in the dataset do you think is useless and did not provide useful information for prediction?
3. How many attributes the dataset has?
4. How many instances the dataset has?
5. What is the class attribute HSbank_data.arff dataset?
6. What proportion of customers who has a mortgage and living in Inner City?
7. What proportion of customers who has a mortgage and not living in Inner City?
8. What proportion of customers who has a mortgage and their income between $5000 and $31000?
9. How many customers are married and has no mortgage?
10. How many customers have not owned a car and has a mortgage? 

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