What Is the Difference Between Unsupervised Data Mining and Supervised

question 66

Essay

What is the difference between unsupervised data mining and supervised data mining?

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Definitions:

Theory

A system of ideas intended to explain something, based on general principles independent of the thing to be explained.

Experimental Group

In a scientific study, this is the group that receives the treatment or intervention being tested, allowing researchers to observe its effects in comparison to a control group.

Control Group

In experiments, a group of subjects that does not receive the treatment being tested, used as a benchmark to measure the effects of the treatment on the experimental group.

Dependent Variable

In research, it is the variable that is being tested and measured, usually to see if it is affected by the independent variable.