Reference no: EM132907412
1. Obtain one of the data sets available at the UCI Machine Learning Repository and apply as many of the different visualization techniques described in the chapter as possible. The bibliographic notes and book Web site provide pointers to visualization software.
2. Identify at least two advantages and two disadvantages of using color to visuallyrepresent information.
3. What are the arrangement issues that arise with respect to three-dimensionalplots?
4. Discuss the advantages and disadvantages of using sampling to reduce the number of data objects that need to be displayed. Would simple random sampling(without replacement) be a good approach to sampling? Why or why not?
5. Describe how you would create visualizations to display information that de-scribes the following types of systems.
a. Computer networks. Be sure to include both the static aspects of the network, such as connectivity, and the dynamic aspects, such as tra?c.
b. The distribution of speci?c plant and animal species around the world fora speci?c moment in time.
c. The use of computer resources, such as processor time, main memory, and disk, for a set of benchmark database programs.
d. The change in occupation of workers in a particular country over the last thirty years. Assume that you have yearly information about each person that also includes gender and level of education.
Be sure to address the following issues:
Representation. How will you map objects, attributes, and relation-ships to visual elements?
Arrangement. Are there any special considerations that need to be taken into account with respect to how visual elements are displayed? Speci?c examples might be the choice of viewpoint, the use of transparency, or the separation of certain groups of objects.
Selection. How will you handle a large number of attributes and data objects
Attachment:- Chapter 3- Intro to Data Mining.rar
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