A Machine learning project to automate decision making process by using Random Forest Classifier and regression models.

1. Machine Learning Assisted Decision
making in Taiwan National Defense
Machine Learning & Industrial Application
Presented by
Avdhesh Kumar [310611124]

2. Setting Up the
environment
Introduction Data Collection
Training the
Model
Validation &
testing
Results
Outline

3. Setting Up the Environment
Presenters
Audience
Audience
Image source: Movie Top Gun

4. Introduction
• According to the data of ROC Ministry
of National Defense, there have been
surge in the incursion activities of PLA
into Taiwan’s Air Defence Identification
Zone.
Image source: https://www.dw.com/en/us-slams-chinas-provocative-military-incursion-near-taiwan/a-59387815

5. Introduction
• In case of such situations, Taiwan’s Armed
Forces respond through various actions,
such as Issuing Rdio Warnings, Sending
Combat Air patrol or Activating the air
Defense missile System.

6. Data Collection

7. Data Collection
Features-
1. No of Aircraft Entered in ADIZ
2. No of PLA Navy Vessels in ADIZ
3. Have they Crossed ADIZ(Y/N)
4. Have they Crossed Median
Line(Taiwan Strait) (Y/N)
Targets-
1. Issue Radio Warnings
2. Send Combat Air Patrol
3. Activate Air Defense Missile
system

8. Training, Validation & Testing of the Model

10. Results (Situation 1)

11. Results (Situation 2)

12. Results (Situation 3)

13. Results (Provide a Situation{Live})

14. Thank You