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Homework 4: Trading Simulation for Stock Markets Analytics Zoomcamp 2025

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Due date: 2025-08-04T22:59:59+00:00 (local time)

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Question 1. Find the CAGR for the pred9_clf_second_best_rule_92 using the new setup (with fewer dummy variables) (4 points)

1.1571

1.1594

1.1647

1.1685

Question 2. What is the probability threshold for the best Random Forest decision rule? (4 points)

0.58

0.60

0.62

0.64

Question 3. What is the CAGR for the best predictor of strong future growth (after redefining the target variable)? (4 points)

1.1212

1.1313

1.1414

1.1515

Question 4. [EXPLORATORY] Describe Your Ideal Strategy (2 points)

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