Asteroid-Classification Buisness Case: Based on given feature of dataset we need to predict whether asteroid is harmful or not. Task: Binary classification Target Feature: Hazardous Domain Analysis: 1. Id: Unique Identifier for each asteroid. 2. Name: Name of asteroid given by NASA 3. est_diameter_min: Minimum Estimated Diameter in Kilometres 4. est_diameter_max: Maximum Estimated Diameter in Kilometres 5. relative_velocity: Velocity Relative to Earth 6. orbiting_body: Planet that the asteroid orbits 7. miss_distance: Distance in Kilometres missed 8. sentry_object: Included in sentry-an automated collision monitoring system 9. Absulute_magnitutde: Describes intrinsic luminosity 10. Hazardous: Boolean feature that shows whether asteroid is harmful or not For this classification problem we are create simple neural network Accuracy of model: 88.22% Loss of Model : 27.72% F1 Score : 89.23%
