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What is the purpose of a confusion matrix in classification tasks?

Practice Questions

1 question
Q1
What is the purpose of a confusion matrix in classification tasks?
  1. To visualize the training process
  2. To summarize the performance of a classification algorithm
  3. To reduce overfitting
  4. To optimize hyperparameters

Questions & Step-by-step Solutions

1 item
Q
Q: What is the purpose of a confusion matrix in classification tasks?
Solution: A confusion matrix summarizes the performance of a classification algorithm by showing true vs. predicted classifications.
Steps: 0

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