Classification Training Service

4.3.1 Classification Training Service

This topic describes about the payload details for document classification model training service.

Input Payload

Name	in	Type	Required	Remarks
trainCorpusPath	formData	string	true	Training Corpus path
modelType	formData	File	true	Type of model being trained
runRef	formData	string	true	Unique running reference number

name: " trainCorpusPath"
in: "formData"

type: string

required: true
name: " modelType"
in: "formData"

type: string

value for document classification training: "docClassification"

required: true
name: " runRef "
in: "formData"

type: string

required: true

Output Payload

  {
   "data": {
    "timeTaken": 0,
    "corpusSize": 0,
    "precision": 0,
    "recall": 0,
    "f1score": 0,
    "model_fold_performances”: null,
    "tag_perfomances": null
  }
 }

Output Payload Data Model Definition

ModelTrainParamsDTO:
type: object
properties:
data:
type: object
properties:
timeTaken:
type: number
corpusSize:
type: number
precision:
type: number
recall:
type: number
f1score:
type: number
model_fold_performances:
type: array
items:
$ref: "#/definitions/ModelFoldPerfromancesDTO"
tag_perfomances:
type: array
items:
$ref: "#/definitions/MltbTagPerfomancesDTO"

Parent topic: 3P Service Integration