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Which of the following metrics is commonly used to evaluate the performance of a

Practice Questions

Q1
Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?
  1. Mean Squared Error
  2. Accuracy
  3. Silhouette Score
  4. F1 Score

Questions & Step-by-Step Solutions

Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?
  • Step 1: Understand what a Decision Tree is. It is a model used for making decisions based on data.
  • Step 2: Know that when we use a Decision Tree for classification, we want to see how well it predicts the correct categories.
  • Step 3: Learn about metrics. Metrics are ways to measure how good something is.
  • Step 4: Identify that Accuracy is a metric that tells us the percentage of correct predictions made by the Decision Tree.
  • Step 5: Conclude that Accuracy is commonly used to evaluate the performance of classification Decision Trees.
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