IDS 572 Data mining project description 101311

IDS 572 Data mining project description 101311 - IDS 572...

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IDS 572 Fall 2011 Data Mining Project 10/13/2011 The Data Mining Project – 60% of grade Reports should be around 25 pages, include a title page, table of contents, page numbers, captions and numbers for graphs and tables. Sections for the following: Business understanding – a description of the objective from a business value perspective along with the concept that includes the problem, challenge, or opportunity that motivated the client to undertake this project Data understanding – a description of the data source(s) including the quantity of data (how many customers, transactions, vehicles, etc.), the time period, the fields including their distribution, any missing value issues, etc. Tables and charts can be used to show the distribution of the fields. Data preparation – describe the steps taken to prepare the data for modeling including the process used to create any new fields for use in model development. Modeling
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IDS 572 Data mining project description 101311 - IDS 572...

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