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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?
Mean Squared Error
Accuracy
Silhouette Score
F1 Score
Questions & Step-by-Step Solutions
Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?
Steps
Concepts
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.
No concepts available.
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