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{
"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": [
1.0,
1.0,
0.0
],
"Contract Length_Monthly": [
0.0,
0.0,
0.0
],
"Contract Length_Quarterly": [
0.0,
0.0,
1.0
],
"CustomerID": [
385551.0,
261335.0,
211059.0
],
"Gender_Female": [
0.0,
1.0,
0.0
],
"Gender_Male": [
1.0,
0.0,
1.0
],
"Last Interaction": [
20.0,
9.0,
12.0
],
"Payment Delay": [
19.0,
7.0,
24.0
],
"Subscription Type_Basic": [
1.0,
1.0,
0.0
],
"Subscription Type_Premium": [
0.0,
0.0,
0.0
],
"Subscription Type_Standard": [
0.0,
0.0,
1.0
],
"Support Calls": [
2.486718159034839,
3.9077461819011425,
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_mnar25_classifier_iter.pkl"
},
"model_format": "pickle",
"task": "tabular-classification"
}
} |