churn-model1 / config.json
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{
"sklearn": {
"columns": [
"gender",
"SeniorCitizen",
"Partner",
"Dependents",
"tenure",
"PhoneService",
"MultipleLines",
"InternetService",
"OnlineSecurity",
"OnlineBackup",
"DeviceProtection",
"TechSupport",
"StreamingTV",
"StreamingMovies",
"Contract",
"PaperlessBilling",
"PaymentMethod",
"MonthlyCharges",
"TotalCharges"
],
"environment": [
"scikit-learn=1.1.1"
],
"example_input": {
"Contract": [
"Two year",
"Month-to-month",
"One year"
],
"Dependents": [
"Yes",
"No",
"No"
],
"DeviceProtection": [
"No",
"No",
"Yes"
],
"InternetService": [
"Fiber optic",
"Fiber optic",
"DSL"
],
"MonthlyCharges": [
79.05,
84.95,
68.8
],
"MultipleLines": [
"Yes",
"Yes",
"Yes"
],
"OnlineBackup": [
"No",
"No",
"Yes"
],
"OnlineSecurity": [
"Yes",
"No",
"Yes"
],
"PaperlessBilling": [
"No",
"Yes",
"No"
],
"Partner": [
"Yes",
"Yes",
"No"
],
"PaymentMethod": [
"Bank transfer (automatic)",
"Electronic check",
"Bank transfer (automatic)"
],
"PhoneService": [
"Yes",
"Yes",
"Yes"
],
"SeniorCitizen": [
0,
0,
0
],
"StreamingMovies": [
"No",
"No",
"No"
],
"StreamingTV": [
"No",
"Yes",
"No"
],
"TechSupport": [
"No",
"No",
"Yes"
],
"TotalCharges": [
5730.7,
1378.25,
4111.35
],
"gender": [
"Female",
"Female",
"Male"
],
"tenure": [
72,
16,
63
]
},
"model": {
"file": "churn.pkl"
},
"task": "tabular-classification"
}
}