Tensorflow with R
Contract
Month-to-month
One year
Two year
Internet Service
DSL
Fiber optic
No
Yes
No
Paperless Billing
Electronic check
Mailed check
Bank transfer (automatic)
Credit card (automatic)
Payment Method
Monthly Charges
Total Charges
Yes
No
Phone Service
Yes
No
No phone service
Multiple Lines
Male
Female
Gender
No
Yes
Senior Citizen
Yes
No
Partner
Yes
No
Dependents
Yes
No
No internet service
Online Security
Yes
No
No internet service
Online Backup
Yes
No
No internet service
Device Protection
Yes
No
No internet service
Tech support
Yes
No
No internet service
Streaming TV
Yes
No
No internet service
Streaming Movies
Probability of Churn over time