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Churn_​Prediction_​Tool

<p><strong>Tool: Churn Predictor</strong></p><p>The Churn Predictor Tool deploys a machine learning model to predict whether a customer is going to churn (1) or not churn (0). The tool also outputs the confidence level of the prediction.</p>

Tool: Churn Predictor

The Churn Predictor Tool deploys a machine learning model to predict whether a customer is going to churn (1) or not churn (0). The tool also outputs the confidence level of the prediction.

Input data


Zero, one or more input data tables

Tool: Churn Predictor

The Churn Predictor Tool deploys a machine learning model to predict whether a customer is going to churn (1) or not churn (0). The tool also outputs the confidence level of the prediction.

Output data


Zero, one or more output data tables

Message Output


String message for the calling agent.

Churn predictions
Workflow Output
Customer reviews + sentiment
Workflow Input
Samplecustomer review +sentiment pred
Table Creator
Create tool message
Message
Tool Message Output
Look up oncustomer ID
Value Lookup
Customer preferencesand demographics
Table Reader
Missing value imputer
Model Reader
Customer ID
Double to Integer
Missing Value (Apply)
Trained Random Forestmodel
Model Reader
Churn = 1No churn = 0
Random Forest Predictor

Nodes

Extensions

Links