| { | |
| "sklearn": { | |
| "columns": [ | |
| "CustomerID", | |
| "Age", | |
| "Tenure", | |
| "Usage Frequency", | |
| "Support Calls", | |
| "Payment Delay", | |
| "Total Spend", | |
| "Last Interaction", | |
| "Gender_Female", | |
| "Gender_Male", | |
| "Subscription Type_Basic", | |
| "Subscription Type_Premium", | |
| "Subscription Type_Standard", | |
| "Contract Length_Annual", | |
| "Contract Length_Monthly", | |
| "Contract Length_Quarterly" | |
| ], | |
| "environment": [ | |
| "scikit-learn=1.5.2" | |
| ], | |
| "example_input": { | |
| "Age": [ | |
| 30.0, | |
| 39.0, | |
| 34.0 | |
| ], | |
| "Contract Length_Annual": [ | |
| null, | |
| true, | |
| false | |
| ], | |
| "Contract Length_Monthly": [ | |
| false, | |
| null, | |
| null | |
| ], | |
| "Contract Length_Quarterly": [ | |
| false, | |
| false, | |
| true | |
| ], | |
| "CustomerID": [ | |
| NaN, | |
| NaN, | |
| 211059.0 | |
| ], | |
| "Gender_Female": [ | |
| false, | |
| null, | |
| false | |
| ], | |
| "Gender_Male": [ | |
| true, | |
| false, | |
| true | |
| ], | |
| "Last Interaction": [ | |
| 20.0, | |
| 9.0, | |
| 12.0 | |
| ], | |
| "Payment Delay": [ | |
| NaN, | |
| NaN, | |
| NaN | |
| ], | |
| "Subscription Type_Basic": [ | |
| true, | |
| true, | |
| false | |
| ], | |
| "Subscription Type_Premium": [ | |
| false, | |
| false, | |
| false | |
| ], | |
| "Subscription Type_Standard": [ | |
| null, | |
| null, | |
| null | |
| ], | |
| "Support Calls": [ | |
| 0.0, | |
| 0.0, | |
| 8.0 | |
| ], | |
| "Tenure": [ | |
| 43.0, | |
| 31.0, | |
| 17.0 | |
| ], | |
| "Total Spend": [ | |
| 914.15, | |
| 657.3, | |
| 511.21 | |
| ], | |
| "Usage Frequency": [ | |
| 23.0, | |
| 28.0, | |
| 24.0 | |
| ] | |
| }, | |
| "model": { | |
| "file": "hw4_mar254_classifier.pkl" | |
| }, | |
| "model_format": "pickle", | |
| "task": "tabular-classification" | |
| } | |
| } |