There is Company X
Company X wants to predict if its opportunities will Win or Lose
I trained my model based on the data of company X and did the prediction of new opportunities
Now Company Y and Company Z wants to buy this product
- Should I predict their opportunities based on my trained model of (Company X) ?
- Do a new model that is trained based on (Company: X+Y+Z)
- Do 3 separate models for each company
What is the best approach if I want other companies to use my model? In this case its 3 only, what if I have 20 companies