A goal of data mining includes which of the following?. To explain some observed event or condition To confirm that data exists To analyze data for expected relationships To create a new data warehouse
Question
A goal of data mining includes which of the following?. To explain some observed event or condition To confirm that data exists To analyze data for expected relationships To create a new data warehouse
Solution
The goal of data mining includes:
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To explain some observed event or condition: Data mining is used to understand why certain events or conditions occur. It involves identifying patterns and relationships in data to explain phenomena that are not immediately apparent.
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To analyze data for expected relationships: Data mining is also used to validate the relationships that are expected to exist in the data. This can help to confirm hypotheses or theories.
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To create a new data warehouse: This is not typically a goal of data mining. A data warehouse is a system used for reporting and data analysis. It is a core component of business intelligence. While data mining can be performed on the data stored in a data warehouse, the creation of the warehouse itself is not a goal of data mining.
Therefore, the goal of data mining does not include confirming that data exists. Data must already exist and be accessible for data mining to occur.
Similar Questions
What is the primary goal of data mining?Select one:a.To extract and compile data from multiple sourcesb.To find hidden patterns and relationships in datac.To organize and structure datad.To create charts and graphs to visualize data
What is one of the key considerations when setting up goals for data mining?1 pointThe number of attributes needed to explain phenomenaThe number of data visualization techniques to be usedThe frequency of data collectionThe level of accuracy expected from the results
Definition of Data Mining
What is a typical goal of data mining applications?
Data mining uses various Blank______ tools to uncover previously unknown patterns in the data or relationships among variables.Multiple choice question.customer statisticsstatistical analysisstatistical informationcustomer analysis
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