rajistics
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my-awesome-churn-model

Tabular Classification

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my-awesome-churn-model / config.json

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pushing files to the repo from the example!

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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": "example.pkl"
	},
	"task": "tabular-classification"
	}
	}