Which of the following best describes an unsupervised approach to the evaluation of data?
A) Data exploration that is free from oversight by a superior
B) Data exploration that examines the relationships between variables that are hypothesized to exist
C) Data exploration that looks for potential patterns of interest
D) Data exploration that is conducted with direct oversight by a superior

Question

Quizplus · Accepted Answer

An unsupervised approach to evaluation of data involves exploring the data without specific hypotheses or direct oversight from a superior. Instead, the focus is on identifying patterns or relationships that may emerge from the data without prior assumptions. Option A and D are not specific to unsupervised approach while option B suggests a hypothesis-driven approach.

Which of the Following Best Describes an Unsupervised Approach to the Evaluation