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Homework 6: Decision Trees and Ensemble Learning for Machine Learning Zoomcamp 2024

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Due date: 2024-11-04T23:00:00+00:00 (local time)

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Question 1. Most important featute (1 point)

study_hours_per_week

attendance_rate

teacher_quality

distance_to_school

Question 2. Random forest RMSE (1 point)

22.13

42.13

62.13

82.12

Question 3. Number of estimators (1 point)

200

Question 4. Best max_depth (1 point)

Question 5. Most important feature (1 point)

study_hours_per_week

attendance_rate

distance_to_school

teacher_quality

Question 6. Eta for XGBoost (1 point)

0.3

0.1

Both give equal value

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