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{
"sklearn": {
"columns": [
"school",
"sex",
"age",
"address",
"famsize",
"Pstatus",
"Medu",
"Fedu",
"Mjob",
"Fjob",
"reason",
"guardian",
"traveltime",
"studytime",
"failures",
"schoolsup",
"famsup",
"paid",
"activities",
"nursery",
"higher",
"internet",
"romantic",
"famrel",
"freetime",
"goout",
"Walc",
"health",
"absences",
"G1",
"G2",
"G3"
],
"environment": [
"scikit-learn=1.1.2, xgboost=1.5.2"
],
"example_input": {
"Fedu": [
3,
3,
3
],
"Fjob": [
"other",
"other",
"services"
],
"G1": [
12,
13,
8
],
"G2": [
13,
14,
7
],
"G3": [
12,
14,
0
],
"Medu": [
3,
2,
1
],
"Mjob": [
"services",
"other",
"at_home"
],
"Pstatus": [
"T",
"T",
"T"
],
"Walc": [
2,
1,
1
],
"absences": [
2,
0,
0
],
"activities": [
"yes",
"no",
"yes"
],
"address": [
"U",
"U",
"U"
],
"age": [
16,
16,
16
],
"failures": [
0,
0,
3
],
"famrel": [
4,
5,
4
],
"famsize": [
"GT3",
"GT3",
"GT3"
],
"famsup": [
"no",
"no",
"no"
],
"freetime": [
2,
3,
3
],
"goout": [
3,
3,
5
],
"guardian": [
"mother",
"father",
"mother"
],
"health": [
3,
3,
3
],
"higher": [
"yes",
"yes",
"yes"
],
"internet": [
"yes",
"yes",
"yes"
],
"nursery": [
"yes",
"yes",
"no"
],
"paid": [
"yes",
"no",
"no"
],
"reason": [
"home",
"home",
"home"
],
"romantic": [
"yes",
"no",
"yes"
],
"school": [
"GP",
"GP",
"GP"
],
"schoolsup": [
"no",
"no",
"no"
],
"sex": [
"M",
"M",
"F"
],
"studytime": [
2,
1,
2
],
"traveltime": [
1,
2,
1
]
},
"model": {
"file": "model.pkl"
},
"model_format": "pickle",
"task": "tabular-regression"
}
} |