# Predict item classes

## OpenAPI Specification

```yaml
openapi: 3.0.1
info:
  title: ''
  description: ''
  version: 1.0.0
paths:
  /v1/ml/receipt/predict_item_classes:
    post:
      summary: Predict item classes
      deprecated: false
      description: |-
        Classify each item from receipt as one of:

        1 - food
        2 - clothes, sports
        3 - footwear, shoes, boots
        4 - bags, jewellery, accessories
        5 - household items, furniture, engineering, gardening, outdoors, pets
        6 - health, pharmaceuticals, beauty, cosmetics
        7 - electronics, computers
        8 - culture, books, stationery, paper, drawing supplies
        9 - children, toys, games
        10 - other

        ## Example

        ```shell
        curl -X POST \
            "https://api.mpc.placewise.com/v1/ml/receipt/detect_fraud"  \
            -H 'Content-Type: application/json' \
            -H 'Authorization: Bearer B7t9U9tsoWsGhrv2ouUoSqpM' \
            -H 'x-product-name: default' \
            -H 'x-user-agent: CURL manual test' \
            -d \
                '{ 
                  "items": ["rice", "newspapers", "bud lt 122 cn 12pk"],
                  "store_name": "tesco ireland",
                }'
        ```

        > When successful, returns:
        ```
        {
            'predictions': [1, 8, 1]
        }
        ```
      tags:
        - API Reference/ML API
      parameters:
        - name: Content-Type
          in: header
          description: '[Details](doc-341635)'
          required: true
          example: application/json
          schema:
            type: string
            default: application/json
            const: application/json
        - name: X-User-Agent
          in: header
          description: Arbitrary identifier of your client. [Details](doc-341635)
          required: true
          example: '{{X_USER_AGENT}}'
          schema:
            type: string
            default: '{{X_USER_AGENT}}'
        - name: X-Product-Name
          in: header
          description: API Product for API context. [Details](doc-341635)
          required: true
          example: '{{PRODUCT_NAME}}'
          schema:
            type: string
            default: '{{PRODUCT_NAME}}'
        - name: X-Loyalty-Club-Slug
          in: header
          description: LoyaltyClub for API context. [Details](doc-342138)
          required: false
          example: '{{LOYALTY_CLUB_SLUG}}'
          schema:
            type: string
            default: '{{LOYALTY_CLUB_SLUG}}'
        - name: X-Customer
          in: header
          description: Customer for API context.  [Details](doc-342139)
          required: false
          example: '{{CUSTOMER_ID}}'
          schema:
            type: string
            default: '{{CUSTOMER_ID}}'
        - name: Authorization
          in: header
          description: '[Member](doc-342129) or [User](doc-342130) Authorization.'
          required: false
          example: Bearer {{_OAUTH_TOKEN}}
          schema:
            type: string
            default: Bearer {{_OAUTH_TOKEN}}
        - name: X-Client-Authorization
          in: header
          description: '[Token](doc-342128) Authorization.'
          example: '{{API_TOKEN}}'
          schema:
            type: string
            default: '{{API_TOKEN}}'
      requestBody:
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/ReceiptItemClassificationRequest'
            examples: {}
      responses:
        '200':
          description: ''
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ReceiptItemsClassificationResponse'
          headers: {}
          x-apidog-name: Success
      security: []
      x-apidog-folder: API Reference/ML API
      x-apidog-status: released
      x-run-in-apidog: https://app.eu.apidog.com/web/project/346351/apis/api-3893597-run
components:
  schemas:
    ReceiptItemClassificationRequest:
      type: object
      properties:
        items:
          type: array
          items:
            type: string
        store_name:
          type: string
          description: Default ""
      x-apidog-orders:
        - items
        - store_name
      required:
        - items
      x-apidog-ignore-properties: []
      x-apidog-folder: ''
    ReceiptItemsClassificationResponse:
      type: object
      properties:
        predictions:
          type: array
          items:
            type: integer
      x-apidog-orders:
        - predictions
      required:
        - predictions
      x-apidog-ignore-properties: []
      x-apidog-folder: ''
  securitySchemes: {}
servers:
  - url: https://api.mpc.dev.placewise.com
    description: Staging
security: []

```