CHURNSCOPE
/ Risk Engine v2
Random Forest
19 Features
● API LIVE
📋 Customer Profile Input
POST /predict
Demographics
Gender
Male
Female
Senior Citizen
No
Yes
Has Partner
Yes
No
Dependents
No
Yes
Subscription
Tenure (Months)
Internet Service
Fiber optic
DSL
None
Contract Type
Month-to-month
One year
Two year
Multiple Lines
No
Yes
No phone service
Streaming TV
No
Yes
No internet
Streaming Movies
No
Yes
No internet
Security & Support
Online Security
No
Yes
No internet
Online Backup
No
Yes
No internet
Device Protection
No
Yes
No internet
Tech Support
No
Yes
No internet
Billing
Payment Method
Electronic check
Mailed check
Bank transfer
Credit card
Paperless Billing
Yes
No
Monthly Charges ($)
Total Charges ($)
Analyze Churn Risk
→
Churn Risk Score
LIVE OUTPUT
—
Churn Probability
// Awaiting analysis
—
—
Retention Probability
—
Churn Risk
—
Prediction Metrics
SESSION
Decision
—
Risk Level
—
Confidence
—
Latency
—
Request Log
STDOUT
// No requests yet — fill the form and click Analyze