With ________, data miners develop a model prior to the analysis and apply statistical techniques to data to estimate parameters of the model.
A) cluster analysis
B) unsupervised data mining
C) supervised data mining
D) click streaming

Question

Quizplus · Accepted Answer

In supervised data mining, a model is developed prior to analysis and statistical techniques are applied to estimate parameters of the model using labeled data. This type of mining is used for predictive modeling or classification tasks. Cluster analysis (A) involves identifying groups of similar data points without prior knowledge of the groupings, while unsupervised data mining (B) involves finding patterns in unlabeled data. Click streaming (D) involves analyzing user behavior on websites to improve website design and user experience.

With ________, Data Miners Develop a Model Prior to the Analysis