Machine-LearningNatural Language ProcessingNLPText Analysis
ClassifyDocumentResponse is a JSON Structure definition published by Amazon Comprehend, describing 6 properties. It conforms to the https://json-structure.org/meta/core/v0/# meta-schema.
{
"$schema": "https://json-structure.org/meta/core/v0/#",
"$id": "https://raw.githubusercontent.com/api-evangelist/amazon-comprehend/refs/heads/main/json-structure/openapi.yml-classify-document-response-structure.json",
"name": "ClassifyDocumentResponse",
"description": "ClassifyDocumentResponse schema",
"type": "object",
"properties": {
"Classes": {
"allOf": [
{
"$ref": "#/components/schemas/ListOfClasses"
},
{
"description": "The classes used by the document being analyzed. These are used for multi-class trained models. Individual classes are mutually exclusive and each document is expected to have only a single class assigned to it. For example, an animal can be a dog or a cat, but not both at the same time. "
}
]
},
"Labels": {
"allOf": [
{
"$ref": "#/components/schemas/ListOfLabels"
},
{
"description": "The labels used the document being analyzed. These are used for multi-label trained models. Individual labels represent different categories that are related in some manner and are not mutually exclusive. For example, a movie can be just an action movie, or it can be an action movie, a science fiction movie, and a comedy, all at the same time. "
}
]
},
"DocumentMetadata": {
"allOf": [
{
"$ref": "#/components/schemas/DocumentMetadata"
},
{
"description": "Extraction information about the document. This field is present in the response only if your request includes the <code>Byte</code> parameter. "
}
]
},
"DocumentType": {
"allOf": [
{
"$ref": "#/components/schemas/ListOfDocumentType"
},
{
"description": "The document type for each page in the input document. This field is present in the response only if your request includes the <code>Byte</code> parameter. "
}
]
},
"Errors": {
"allOf": [
{
"$ref": "#/components/schemas/ListOfErrors"
},
{
"description": "Page-level errors that the system detected while processing the input document. The field is empty if the system encountered no errors."
}
]
},
"Warnings": {
"allOf": [
{
"$ref": "#/components/schemas/ListOfWarnings"
},
{
"description": "<p>Warnings detected while processing the input document. The response includes a warning if there is a mismatch between the input document type and the model type associated with the endpoint that you specified. The response can also include warnings for individual pages that have a mismatch. </p> <p>The field is empty if the system generated no warnings.</p>"
}
]
}
}
}
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