Deep learning in recommendation
[POST]
http://localhost:3723/wide-and-deep/adult- single input：
{
"age": 28,
"capital_gain": 0,
"capital_loss": 0,
"education": "Assoc-acdm",
"education_num": 12,
"gender": "Male",
"hours_per_week": 40,
"marital_status": "Married-civ-spouse",
"native_country": "United-States",
"occupation": "Protective-serv",
"race": "White",
"relationship": "Husband",
"workclass": "Local-gov"
}- single output：
{
"code": 200,
"data": {
"class": ">50K",
"prob": 0.4227050840854645
},
"msg": "success"
}[POST]
http://localhost:3723/wide-and-deep/adult-batch- batch input：
[
{
"age": 25,
"capital_gain": 0,
"capital_loss": 0,
"education": "11th",
"education_num": 7,
"gender": "Male",
"hours_per_week": 40,
"marital_status": "Never-married",
"native_country": "United-States",
"occupation": "Machine-op-inspct",
"race": "Black",
"relationship": "Own-child",
"workclass": "Private"
},
{
"age": 28,
"capital_gain": 0,
"capital_loss": 0,
"education": "Assoc-acdm",
"education_num": 12,
"gender": "Male",
"hours_per_week": 40,
"marital_status": "Married-civ-spouse",
"native_country": "United-States",
"occupation": "Protective-serv",
"race": "White",
"relationship": "Husband",
"workclass": "Local-gov"
}
]- batch output：
{
"code": 200,
"data": [
{
"class": "<=50K",
"prob": 0.005543200299143791
},
{
"class": ">50K",
"prob": 0.4227050840854645
}
],
"msg": "success"
}