{
"id": "6d4b571a-80ca-41ef-bc67-b158f4352ad8",
"name": "Model 1",
"revision": 3,
"format": {
"name": "PMML",
"version": "4.3"
},
"algorithm": "Neural Network",
"tags": [
"Anomaly detection",
"Banking"
],
"dependency", "",
"creator": "John Doe",
"description": "This is a predictive model, refer to {input} and {output} for detailed format of each field, such as value range of a field, as well as possible predictions the model will gave. You may also refer to the example data here.",
"input": {
"fields": [
{
"name": "Account ID",
"opType": "categorical",
"dataType": "string",
"taxonomy": "ID",
"example": "account abc-001",
"allowMissing": false,
"description": "unique value"
},
{
"name": "Account Balance",
"opType": "continuous",
"dataType": "double",
"taxonomy": "currency",
"example": "1,378,560.00",
"allowMissing": true,
"description": "Minimum: 0, Maximum: 999,999,999.00"
},
],
"ref": "http://dmg.org/pmml/v4-3/pmml-4-3.xsd"
}
"output": {
"fields": [
{
"name": "Churn",
"opType": "continuous",
"dataType": "string",
"taxonomy": "ID",
"example": "0.67",
"allowMissing": false,
"description": "the possibility of the account stop doing business with a company over 6 months"
}
],
"ref": "http://dmg.org/pmml/v4-3/pmml-4-3.xsd"
}
"performance": {
"metric": "accuracy",
"value": 0.85
},
"rating": 5,
"url": "uri://link_to_the_model"
} |