Gets all of the model versions for the specified model type or for the specified model type and model ID¶

Description¶

Gets all of the model versions for the specified model type or for the specified model type and model ID. You can also get details for a single, specified model version.

Usage¶

frauddetector_describe_model_versions(modelId, modelVersionNumber,
  modelType, nextToken, maxResults)

Arguments¶

modelId

The model ID.
modelVersionNumber

The model version number.
modelType

The model type.
nextToken

The next token from the previous results.
maxResults

The maximum number of results to return.

Value¶

A list with the following syntax:

list(
  modelVersionDetails = list(
    list(
      modelId = "string",
      modelType = "ONLINE_FRAUD_INSIGHTS"|"TRANSACTION_FRAUD_INSIGHTS"|"ACCOUNT_TAKEOVER_INSIGHTS",
      modelVersionNumber = "string",
      status = "string",
      trainingDataSource = "EXTERNAL_EVENTS"|"INGESTED_EVENTS",
      trainingDataSchema = list(
        modelVariables = list(
          "string"
        ),
        labelSchema = list(
          labelMapper = list(
            list(
              "string"
            )
          ),
          unlabeledEventsTreatment = "IGNORE"|"FRAUD"|"LEGIT"|"AUTO"
        )
      ),
      externalEventsDetail = list(
        dataLocation = "string",
        dataAccessRoleArn = "string"
      ),
      ingestedEventsDetail = list(
        ingestedEventsTimeWindow = list(
          startTime = "string",
          endTime = "string"
        )
      ),
      trainingResult = list(
        dataValidationMetrics = list(
          fileLevelMessages = list(
            list(
              title = "string",
              content = "string",
              type = "string"
            )
          ),
          fieldLevelMessages = list(
            list(
              fieldName = "string",
              identifier = "string",
              title = "string",
              content = "string",
              type = "string"
            )
          )
        ),
        trainingMetrics = list(
          auc = 123.0,
          metricDataPoints = list(
            list(
              fpr = 123.0,
              precision = 123.0,
              tpr = 123.0,
              threshold = 123.0
            )
          )
        ),
        variableImportanceMetrics = list(
          logOddsMetrics = list(
            list(
              variableName = "string",
              variableType = "string",
              variableImportance = 123.0
            )
          )
        )
      ),
      lastUpdatedTime = "string",
      createdTime = "string",
      arn = "string",
      trainingResultV2 = list(
        dataValidationMetrics = list(
          fileLevelMessages = list(
            list(
              title = "string",
              content = "string",
              type = "string"
            )
          ),
          fieldLevelMessages = list(
            list(
              fieldName = "string",
              identifier = "string",
              title = "string",
              content = "string",
              type = "string"
            )
          )
        ),
        trainingMetricsV2 = list(
          ofi = list(
            metricDataPoints = list(
              list(
                fpr = 123.0,
                precision = 123.0,
                tpr = 123.0,
                threshold = 123.0
              )
            ),
            modelPerformance = list(
              auc = 123.0,
              uncertaintyRange = list(
                lowerBoundValue = 123.0,
                upperBoundValue = 123.0
              )
            )
          ),
          tfi = list(
            metricDataPoints = list(
              list(
                fpr = 123.0,
                precision = 123.0,
                tpr = 123.0,
                threshold = 123.0
              )
            ),
            modelPerformance = list(
              auc = 123.0,
              uncertaintyRange = list(
                lowerBoundValue = 123.0,
                upperBoundValue = 123.0
              )
            )
          ),
          ati = list(
            metricDataPoints = list(
              list(
                cr = 123.0,
                adr = 123.0,
                threshold = 123.0,
                atodr = 123.0
              )
            ),
            modelPerformance = list(
              asi = 123.0
            )
          )
        ),
        variableImportanceMetrics = list(
          logOddsMetrics = list(
            list(
              variableName = "string",
              variableType = "string",
              variableImportance = 123.0
            )
          )
        ),
        aggregatedVariablesImportanceMetrics = list(
          logOddsMetrics = list(
            list(
              variableNames = list(
                "string"
              ),
              aggregatedVariablesImportance = 123.0
            )
          )
        )
      )
    )
  ),
  nextToken = "string"
)

Request syntax¶

svc$describe_model_versions(
  modelId = "string",
  modelVersionNumber = "string",
  modelType = "ONLINE_FRAUD_INSIGHTS"|"TRANSACTION_FRAUD_INSIGHTS"|"ACCOUNT_TAKEOVER_INSIGHTS",
  nextToken = "string",
  maxResults = 123
)