#CategoryPredictionDTO

Represents the predicted category for a transaction with confidence and strategy details.

transactionIdinteger<int64>

ID of the transaction that was categorized

Example: 12345

descriptionstring

Description of the transaction

Example: Grocery store payment

categoryIdinteger<int64>

ID of the predicted category

Example: 10

categoryCodestring

Code of the predicted category

Example: FOOD

categoryNamestring

Name of the predicted category

Example: Food & Groceries

confidencenumber<double>

Confidence score of the prediction

Example: 0.92

alternatives object

Alternative category predictions with confidence scores

property name*number<double>

Alternative category predictions with confidence scores

needsVerificationboolean

Indicates whether the result needs human verification

Example: false

strategyTypestring

The strategy used to categorize the transaction

Possible values: [LABEL_BASED, ML_BASED, LLM_BASED]

Example: ML

CategoryPredictionDTO

{
  "transactionId": 12345,
  "description": "Grocery store payment",
  "categoryId": 10,
  "categoryCode": "FOOD",
  "categoryName": "Food & Groceries",
  "confidence": 0.92,
  "alternatives": {
    "FOOD": 0.92,
    "ENTERTAINMENT": 0.07
  },
  "needsVerification": false,
  "strategyType": "ML"
}