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Unit 4 · Database Management Systems Paper 2 CS · June 2025

Consider the following statements:
A. Data transformation is involved in the Data mining process.
B. Online database is used in Data warehouse.
C. Classification is a measure of accuracy.
D. K-means clustering algorithm is based on the concept of minimizing the within-cluster variance.
E. Pattern evaluation is a process to identify knowledge based on interestingness measure.
Choose the correct answer from the options given below:

Pick an option to check yourself, or open the answer below.

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Correct answer: B. A, D, E Only

Explanation

A is true (data transformation is a KDD step). B is false: a data warehouse stores historical, non-volatile data, not an online/operational database. C is false: classification is a predictive task, not a measure of accuracy. D is true (k-means minimises within-cluster sum of squares). E is true (pattern evaluation uses interestingness measures).

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