Linear Regression and Black Box Analysis
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Questions and Answers

What is the main concept of clustering in a nutshell?

  • Analyzing linear regression models
  • Predicting future values based on historical data
  • Grouping similar items together (correct)
  • Classifying data into predefined categories

    • What does the 'k' in k-means algorithm represent?

  • Number of clusters (correct)
  • Number of data points
  • Degree of accuracy
  • Type of data

    • What type of learning is represented when there are no labels provided for the data?

  • Semi-supervised learning
  • Reinforcement learning
  • Unsupervised learning (correct)
  • Supervised learning

    • In the context of clustering, what does 'unsupervised learning' refer to?

    <p>Finding patterns and structures in data without predefined labels</p> Signup and view all the answers

    What role does the user play when using the k-means algorithm?

    <p>Determining the number of clusters to form</p> Signup and view all the answers

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