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Usage

import * as mod from "https://aws-api.deno.dev/v0.4/services/frauddetector.ts?docs=full";

§Classes

FraudDetector

§Interfaces

AggregatedLogOddsMetric

The log odds metric details.

AggregatedVariablesImpactExplanation

The details of the impact of aggregated variables on the prediction score.

AggregatedVariablesImportanceMetrics

The details of the relative importance of the aggregated variables.

AllowDenyList

The metadata of a list.

ATIMetricDataPoint

The Account Takeover Insights (ATI) model performance metrics data points.

ATIModelPerformance

The Account Takeover Insights (ATI) model performance score.

ATITrainingMetricsValue

The Account Takeover Insights (ATI) model training metric details.

BatchCreateVariableError

Provides the error of the batch create variable API.

BatchCreateVariableRequest
BatchCreateVariableResult
BatchGetVariableError

Provides the error of the batch get variable API.

BatchGetVariableRequest
BatchGetVariableResult
BatchImport

The batch import job details.

BatchPrediction

The batch prediction details.

CancelBatchImportJobRequest
CancelBatchPredictionJobRequest
CreateBatchImportJobRequest
CreateBatchPredictionJobRequest
CreateDetectorVersionRequest
CreateDetectorVersionResult
CreateListRequest
CreateModelRequest
CreateModelVersionRequest
CreateModelVersionResult
CreateRuleRequest
CreateRuleResult
CreateVariableRequest
DataValidationMetrics

The model training data validation metrics.

DeleteBatchImportJobRequest
DeleteBatchPredictionJobRequest
DeleteDetectorRequest
DeleteDetectorVersionRequest
DeleteEntityTypeRequest
DeleteEventRequest
DeleteEventsByEventTypeRequest
DeleteEventsByEventTypeResult
DeleteEventTypeRequest
DeleteExternalModelRequest
DeleteLabelRequest
DeleteListRequest
DeleteModelRequest
DeleteModelVersionRequest
DeleteOutcomeRequest
DeleteRuleRequest
DeleteVariableRequest
DescribeDetectorRequest
DescribeDetectorResult
DescribeModelVersionsRequest
DescribeModelVersionsResult
Detector

The detector.

DetectorVersionSummary

The summary of the detector version.

Entity

The entity details.

EntityType

The entity type details.

EvaluatedExternalModel

The details of the external (Amazon Sagemaker) model evaluated for generating predictions.

EvaluatedModelVersion

The model version evaluated for generating prediction.

EvaluatedRule

The details of the rule used for evaluating variable values.

Event

The event details.

EventPredictionSummary

Information about the summary of an event prediction.

EventType

The event type details.

EventVariableSummary

Information about the summary of an event variable that was evaluated for generating prediction.

ExternalEventsDetail

Details for the external events data used for model version training.

ExternalModel

The Amazon SageMaker model.

ExternalModelOutputs

The fraud prediction scores from Amazon SageMaker model.

ExternalModelSummary

The Amazon SageMaker model.

FieldValidationMessage

The message details.

FileValidationMessage

The message details.

FilterCondition

A conditional statement for filtering a list of past predictions.

GetBatchImportJobsRequest
GetBatchImportJobsResult
GetBatchPredictionJobsRequest
GetBatchPredictionJobsResult
GetDeleteEventsByEventTypeStatusRequest
GetDeleteEventsByEventTypeStatusResult
GetDetectorsRequest
GetDetectorsResult
GetDetectorVersionRequest
GetDetectorVersionResult
GetEntityTypesRequest
GetEntityTypesResult
GetEventPredictionMetadataRequest
GetEventPredictionMetadataResult
GetEventPredictionRequest
GetEventPredictionResult
GetEventRequest
GetEventResult
GetEventTypesRequest
GetEventTypesResult
GetExternalModelsRequest
GetExternalModelsResult
GetKMSEncryptionKeyResult
GetLabelsRequest
GetLabelsResult
GetListElementsRequest
GetListElementsResult
GetListsMetadataRequest
GetListsMetadataResult
GetModelsRequest
GetModelsResult
GetModelVersionRequest
GetModelVersionResult
GetOutcomesRequest
GetOutcomesResult
GetRulesRequest
GetRulesResult
GetVariablesRequest
GetVariablesResult
IngestedEventsDetail

The details of the ingested event.

IngestedEventStatistics

Data about the stored events.

IngestedEventsTimeWindow

The start and stop time of the ingested events.

KMSKey

The KMS key details.

Label

The label details.

LabelSchema

The label schema.

ListEventPredictionsRequest
ListEventPredictionsResult
ListTagsForResourceRequest
ListTagsForResourceResult
LogOddsMetric

The log odds metric details.

MetricDataPoint

Model performance metrics data points.

Model

The model.

ModelEndpointDataBlob

A pre-formed Amazon SageMaker model input you can include if your detector version includes an imported Amazon SageMaker model endpoint with pass-through input configuration.

ModelInputConfiguration

The Amazon SageMaker model input configuration.

ModelOutputConfiguration

Provides the Amazon Sagemaker model output configuration.

ModelScores

The fraud prediction scores.

ModelVersion

The model version.

ModelVersionDetail

The details of the model version.

ModelVersionEvaluation

The model version evalutions.

OFIMetricDataPoint

The Online Fraud Insights (OFI) model performance metrics data points.

OFIModelPerformance

The Online Fraud Insights (OFI) model performance score.

OFITrainingMetricsValue

The Online Fraud Insights (OFI) model training metric details.

Outcome

The outcome.

PredictionExplanations

The prediction explanations that provide insight into how each event variable impacted the model version's fraud prediction score.

PredictionTimeRange

The time period for when the predictions were generated.

PutDetectorRequest
PutEntityTypeRequest
PutEventTypeRequest
PutExternalModelRequest
PutKMSEncryptionKeyRequest
PutLabelRequest
PutOutcomeRequest
Rule

A rule.

RuleDetail

The details of the rule.

RuleResult

The rule results.

SendEventRequest
Tag

A key and value pair.

TagResourceRequest
TFIMetricDataPoint

The performance metrics data points for Transaction Fraud Insights (TFI) model.

TFIModelPerformance

The Transaction Fraud Insights (TFI) model performance score.

TFITrainingMetricsValue

The Transaction Fraud Insights (TFI) model training metric details.

TrainingDataSchema

The training data schema.

TrainingMetrics

The training metric details.

TrainingMetricsV2

The training metrics details.

TrainingResult

The training result details.

TrainingResultV2

The training result details.

UncertaintyRange

Range of area under curve (auc) expected from the model. A range greater than 0.1 indicates higher model uncertainity. A range is the difference between upper and lower bound of auc.

UntagResourceRequest
UpdateDetectorVersionMetadataRequest
UpdateDetectorVersionRequest
UpdateDetectorVersionStatusRequest
UpdateEventLabelRequest
UpdateListRequest
UpdateModelRequest
UpdateModelVersionRequest
UpdateModelVersionResult
UpdateModelVersionStatusRequest
UpdateRuleMetadataRequest
UpdateRuleVersionRequest
UpdateRuleVersionResult
UpdateVariableRequest
Variable

The variable.

VariableEntry

A variable in the list of variables for the batch create variable request.

VariableImpactExplanation

The details of the event variable's impact on the prediction score.

VariableImportanceMetrics

The variable importance metrics details.

§Type Aliases

AsyncJobStatus
DataSource
DataType
DetectorVersionStatus
EventIngestion
Language
ListUpdateMode
ModelEndpointStatus
ModelInputDataFormat
ModelOutputDataFormat
ModelSource
ModelTypeEnum
ModelVersionStatus
RuleExecutionMode
TrainingDataSourceEnum
UnlabeledEventsTreatment