| { |
| "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": [ |
| 1.0017246093426233, |
| 1.0, |
| 0.0 |
| ], |
| "Contract Length_Monthly": [ |
| 0.0, |
| -0.0032227058005235287, |
| -0.01338350987158543 |
| ], |
| "Contract Length_Quarterly": [ |
| 0.0, |
| 0.0, |
| 1.0 |
| ], |
| "CustomerID": [ |
| 319992.663557332, |
| 337365.36739982665, |
| 211059.0 |
| ], |
| "Gender_Female": [ |
| 0.0, |
| 0.9999999999998148, |
| 0.0 |
| ], |
| "Gender_Male": [ |
| 1.0, |
| 0.0, |
| 1.0 |
| ], |
| "Last Interaction": [ |
| 20.0, |
| 9.0, |
| 12.0 |
| ], |
| "Payment Delay": [ |
| 8.690795969844203, |
| 8.149434784091682, |
| 0.6104384129694154 |
| ], |
| "Subscription Type_Basic": [ |
| 1.0, |
| 1.0, |
| 0.0 |
| ], |
| "Subscription Type_Premium": [ |
| 0.0, |
| 0.0, |
| 0.0 |
| ], |
| "Subscription Type_Standard": [ |
| 5.062616992290714e-14, |
| 4.04121180963557e-14, |
| 0.9999999999999203 |
| ], |
| "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_mar25_classifier_iter.pkl" |
| }, |
| "model_format": "pickle", |
| "task": "tabular-classification" |
| } |
| } |
