Data Warehousing and Clustering Matching Quiz
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Questions and Answers

Which of the following is a key concept in clustering?

  • Partitioning clustering
  • Internal Index
  • Node Purity (correct)
  • Learning by example

What is the main purpose of a star schema in the context of a data warehouse?

  • Decision tree
  • Sum of Squared Error
  • OLAP operations
  • Conceptual model of data warehouse (correct)

What type of clustering involves merging similar data points into a single cluster?

  • Agglomerative clustering (correct)
  • Distance calculation
  • Classification
  • K-means clustering

What is a subset of a data warehouse that is focused on a specific area within an organization?

<p>Data Mart (B)</p> Signup and view all the answers

Which technique involves learning by observing patterns in data examples?

<p>Learning by example (C)</p> Signup and view all the answers

In the context of clustering, what is used to measure the compactness of clusters?

<p>Sum of Squared Error (D)</p> Signup and view all the answers

What is the term for predicting test examples using irrelevant training records due to an insufficient number of training records?

<p>Underfitting (A)</p> Signup and view all the answers

Is it always true that an increase in accuracy is associated with a decrease in cost?

<p>No (C)</p> Signup and view all the answers

What is the key concept of Clustering in less than three words?

<p>Unsupervised learning (A)</p> Signup and view all the answers

Which evaluation/validation method is commonly used in Data Mining?

<p>Cross-validation (A)</p> Signup and view all the answers

How many If….Then rules can be generated from a Decision Tree?

<p>$2^n$ where $n$ is the number of decision nodes (D)</p> Signup and view all the answers

In a Decision Tree, how many classes are represented?

<p>$2^n$ where $n$ is the number of decision nodes (D)</p> Signup and view all the answers

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