|
{ |
|
"sklearn": { |
|
"columns": [ |
|
"Marital status", |
|
"Application mode", |
|
"Application order", |
|
"Course", |
|
"Daytime/evening attendance", |
|
"Previous qualification", |
|
"Nacionality", |
|
"Mother's qualification", |
|
"Father's qualification", |
|
"Mother's occupation", |
|
"Father's occupation", |
|
"Displaced", |
|
"Educational special needs", |
|
"Debtor", |
|
"Tuition fees up to date", |
|
"Gender", |
|
"Scholarship holder", |
|
"Age at enrollment", |
|
"International", |
|
"Curricular units 1st sem (credited)", |
|
"Curricular units 1st sem (enrolled)", |
|
"Curricular units 1st sem (evaluations)", |
|
"Curricular units 1st sem (approved)", |
|
"Curricular units 1st sem (grade)", |
|
"Curricular units 1st sem (without evaluations)", |
|
"Curricular units 2nd sem (credited)", |
|
"Curricular units 2nd sem (enrolled)", |
|
"Curricular units 2nd sem (evaluations)", |
|
"Curricular units 2nd sem (approved)", |
|
"Curricular units 2nd sem (grade)", |
|
"Curricular units 2nd sem (without evaluations)", |
|
"Unemployment rate", |
|
"Inflation rate", |
|
"GDP" |
|
], |
|
"environment": [ |
|
"scikit-learn" |
|
], |
|
"example_input": { |
|
"Age at enrollment": [ |
|
20, |
|
19, |
|
19 |
|
], |
|
"Application mode": [ |
|
8, |
|
6, |
|
1 |
|
], |
|
"Application order": [ |
|
5, |
|
1, |
|
5 |
|
], |
|
"Course": [ |
|
2, |
|
11, |
|
5 |
|
], |
|
"Curricular units 1st sem (approved)": [ |
|
0, |
|
6, |
|
0 |
|
], |
|
"Curricular units 1st sem (credited)": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Curricular units 1st sem (enrolled)": [ |
|
0, |
|
6, |
|
6 |
|
], |
|
"Curricular units 1st sem (evaluations)": [ |
|
0, |
|
6, |
|
0 |
|
], |
|
"Curricular units 1st sem (grade)": [ |
|
0.0, |
|
14.0, |
|
0.0 |
|
], |
|
"Curricular units 1st sem (without evaluations)": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Curricular units 2nd sem (approved)": [ |
|
0, |
|
6, |
|
0 |
|
], |
|
"Curricular units 2nd sem (credited)": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Curricular units 2nd sem (enrolled)": [ |
|
0, |
|
6, |
|
6 |
|
], |
|
"Curricular units 2nd sem (evaluations)": [ |
|
0, |
|
6, |
|
0 |
|
], |
|
"Curricular units 2nd sem (grade)": [ |
|
0.0, |
|
13.666666666666666, |
|
0.0 |
|
], |
|
"Curricular units 2nd sem (without evaluations)": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Daytime/evening attendance": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Debtor": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Displaced": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Educational special needs": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Father's occupation": [ |
|
10, |
|
4, |
|
10 |
|
], |
|
"Father's qualification": [ |
|
10, |
|
3, |
|
27 |
|
], |
|
"GDP": [ |
|
1.74, |
|
0.79, |
|
1.74 |
|
], |
|
"Gender": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Inflation rate": [ |
|
1.4, |
|
-0.3, |
|
1.4 |
|
], |
|
"International": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Marital status": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Mother's occupation": [ |
|
6, |
|
4, |
|
10 |
|
], |
|
"Mother's qualification": [ |
|
13, |
|
1, |
|
22 |
|
], |
|
"Nacionality": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Previous qualification": [ |
|
1, |
|
1, |
|
1 |
|
], |
|
"Scholarship holder": [ |
|
0, |
|
0, |
|
0 |
|
], |
|
"Tuition fees up to date": [ |
|
1, |
|
0, |
|
0 |
|
], |
|
"Unemployment rate": [ |
|
10.8, |
|
13.9, |
|
10.8 |
|
] |
|
}, |
|
"model": { |
|
"file": "model.pkl" |
|
}, |
|
"model_format": "pickle", |
|
"task": "tabular-classification", |
|
"use_intelex": false |
|
} |
|
} |