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Topic:

Data Mining (Essay Sample)

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Computer Science assignment about data mining

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Content:
Essay, Computer sciences and Information technology Data mining
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Types of Data Mining
Each type or form of data mining has various unique patterns as discussed below.
Class Description
As discussed in the book, Class description identifies the properties of a certain collection of data objects (Abouelhoda & Ghanem 2010, p67). A good example is that of identifying properties of people who travel in smaller vans from those who use large buses. In this example, size is the distinguishing property. Another example is that which separates a group of people wearing red shirts from those wearing green shirts. This example uses color of the shirts as the distinguishing property.
Class Discrimination
Class discrimination as discussed in the book identifies characteristics of different groups of people or objects. It is used to locate the properties, which separate a superior class from the inferior one. A good example is the method that identifies residents of a high-class suburb estate and those of shanty slum areas. Another example is the identification of the students taking their Master’s Degree classes from the undergraduate students.
Cluster Analysis
Cluster analysis involves the grouping of a collection of items to make objects of one group have more resemblance with each other than with the ones on a different group. For example, in studying the social website usage,...
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