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Homework 4: Evaluation Metrics for Classification for Machine Learning Zoomcamp 2024

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Due date: 2024-10-21T23:00:00+00:00 (local time)

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Question 1. Highest feature AUC (1 point)

balance

day

duration

Question 2. Validation AUC (1 point)

0.69

0.79

0.89

0.99

Question 3. Precision and recall (1 point)

0.265

0.465

0.665

0.865

Question 4. F1 score threshold (1 point)

0.02

0.22

0.42

0.62

Question 5. STD for 5-Fold CV (1 point)

0.0001

0.006

0.06

0.26

Question 6. Best C (1 point)

0.000001

0.001

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