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Brain Stroke Risk Analysis with machine learning
Analysis of brain stroke medical dataset
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Brain Stroke Risk Analysis with machine learning
- 1. Presented by Daniyar Kurmangaziyev BrainStroke Risk Analysis CS677
- 2. • Project GoalObjective: ⚬ To predict stroke risk using machine learning classifiers. ⚬ Identify key factors influencing stroke occurrence. • Dataset: Brain stroke dataset with patient health and demographic features.
- 3.
- 4. N E XT Dataset Analysis
- 5. N E XT Dataset Analysis
- 6. N E XT Dataset Analysis
- 7. N E XT Dataset Analysis
- 8. N E XT Class Balancing
- 9. N E XT Feature Importance
- 10. N E XT Feature Importance
- 11. N E XT Feature Importance
- 12. N E XT Model Performance Comparison
- 13. N E XT Model Performance Comparison
- 14. N E XT Model Performance Comparison
- 15. N E XT Summary
- 16.