Megaline is a telecom operator and it offers its clients two prepaid plans, Surf and Ultimate.
Surf
- Monthly charge: $20
- 500 monthly minutes, 50 texts, and 15 GB of data
- After exceeding the package limits:
- 1 minute: 3 cents
- 1 text message: 3 cents
- 1 GB of data: $10
Ultimate
- Monthly charge: $70
- 3000 monthly minutes, 1000 text messages, and 30 GB of data
- After exceeding the package limits:
- 1 minute: 1 cent
- 1 text message: 1 cent
- 1 GB of data: $7
Megaline has found out that many of their subscribers use legacy plans. They want to develop a model that would analyze subscribers' behavior and recommend one of Megaline's newer plans: Smart or Ultra.
Mobile carrier Megaline has found out that many of their subscribers use legacy plans. They want to develop a model that would analyze subscribers' behavior and recommend one of Megaline's newer plans: Smart or Ultra.
We need to develop a model with the highest possible accuracy. In this project, the threshold for accuracy is 0.75.