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Under what category of data mining analysis do deviation detection and regression fall?

Deviation detection and regression are types of __________ analysis.



Answer :

Final answer:

Regression analysis is a statistical method to understand relationships between variables in data, including deviation detection techniques.


Explanation:

Regression analysis is a type of quantitative data analysis that measures relationships between dependent and independent variables. It helps understand how the dependent variable changes when the independent variables are varied while holding others constant.

This analysis can include techniques like deviation detection to identify outliers and anomalies in the data, and it falls under the category of statistical analysis within data mining.

Regression models for prediction are widely used, but their performance relies on assumptions about the data-generating process, which may not always be fully known.


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