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xgboost-example

Tabular Regression

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xgboost-example / config.json

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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=1.0.2, xgboost=1.7.3"
	],
	"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"
	}
	}