| Package | Description |
|---|---|
| com.amazonaws.services.lookoutequipment |
Amazon Lookout for Equipment is a machine learning service that uses advanced analytics to identify anomalies in
machines from sensor data for use in predictive maintenance.
|
| com.amazonaws.services.lookoutequipment.model |
| Modifier and Type | Method and Description |
|---|---|
DescribeModelResult |
AbstractAmazonLookoutEquipment.describeModel(DescribeModelRequest request) |
DescribeModelResult |
AmazonLookoutEquipment.describeModel(DescribeModelRequest describeModelRequest)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
DescribeModelResult |
AmazonLookoutEquipmentClient.describeModel(DescribeModelRequest request)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
| Modifier and Type | Method and Description |
|---|---|
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsyncClient.describeModelAsync(DescribeModelRequest request) |
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest describeModelRequest)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
Future<DescribeModelResult> |
AbstractAmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest request) |
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsyncClient.describeModelAsync(DescribeModelRequest request,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler) |
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest describeModelRequest,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
Future<DescribeModelResult> |
AbstractAmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest request,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler) |
| Modifier and Type | Method and Description |
|---|---|
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsyncClient.describeModelAsync(DescribeModelRequest request,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler) |
Future<DescribeModelResult> |
AmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest describeModelRequest,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler)
Provides a JSON containing the overall information about a specific machine learning model, including model name
and ARN, dataset, training and evaluation information, status, and so on.
|
Future<DescribeModelResult> |
AbstractAmazonLookoutEquipmentAsync.describeModelAsync(DescribeModelRequest request,
AsyncHandler<DescribeModelRequest,DescribeModelResult> asyncHandler) |
| Modifier and Type | Method and Description |
|---|---|
DescribeModelResult |
DescribeModelResult.clone() |
DescribeModelResult |
DescribeModelResult.withAccumulatedInferenceDataEndTime(Date accumulatedInferenceDataEndTime)
Indicates the end time of the inference data that has been accumulated.
|
DescribeModelResult |
DescribeModelResult.withAccumulatedInferenceDataStartTime(Date accumulatedInferenceDataStartTime)
Indicates the start time of the inference data that has been accumulated.
|
DescribeModelResult |
DescribeModelResult.withActiveModelVersion(Long activeModelVersion)
The name of the model version used by the inference schedular when running a scheduled inference execution.
|
DescribeModelResult |
DescribeModelResult.withActiveModelVersionArn(String activeModelVersionArn)
The Amazon Resource Name (ARN) of the model version used by the inference scheduler when running a scheduled
inference execution.
|
DescribeModelResult |
DescribeModelResult.withCreatedAt(Date createdAt)
Indicates the time and date at which the machine learning model was created.
|
DescribeModelResult |
DescribeModelResult.withDataPreProcessingConfiguration(DataPreProcessingConfiguration dataPreProcessingConfiguration)
The configuration is the
TargetSamplingRate, which is the sampling rate of the data after post
processing by Amazon Lookout for Equipment. |
DescribeModelResult |
DescribeModelResult.withDatasetArn(String datasetArn)
The Amazon Resouce Name (ARN) of the dataset used to create the machine learning model being described.
|
DescribeModelResult |
DescribeModelResult.withDatasetName(String datasetName)
The name of the dataset being used by the machine learning being described.
|
DescribeModelResult |
DescribeModelResult.withEvaluationDataEndTime(Date evaluationDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of evaluation data for the machine
learning model.
|
DescribeModelResult |
DescribeModelResult.withEvaluationDataStartTime(Date evaluationDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of evaluation data for the machine
learning model.
|
DescribeModelResult |
DescribeModelResult.withFailedReason(String failedReason)
If the training of the machine learning model failed, this indicates the reason for that failure.
|
DescribeModelResult |
DescribeModelResult.withImportJobEndTime(Date importJobEndTime)
The date and time when the import job was completed.
|
DescribeModelResult |
DescribeModelResult.withImportJobStartTime(Date importJobStartTime)
The date and time when the import job was started.
|
DescribeModelResult |
DescribeModelResult.withLabelsInputConfiguration(LabelsInputConfiguration labelsInputConfiguration)
Specifies configuration information about the labels input, including its S3 location.
|
DescribeModelResult |
DescribeModelResult.withLastUpdatedTime(Date lastUpdatedTime)
Indicates the last time the machine learning model was updated.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingAvailableDataInDays(Integer latestScheduledRetrainingAvailableDataInDays)
Indicates the number of days of data used in the most recent scheduled retraining run.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingFailedReason(String latestScheduledRetrainingFailedReason)
If the model version was generated by retraining and the training failed, this indicates the reason for that
failure.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingModelVersion(Long latestScheduledRetrainingModelVersion)
Indicates the most recent model version that was generated by retraining.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingStartTime(Date latestScheduledRetrainingStartTime)
Indicates the start time of the most recent scheduled retraining run.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingStatus(ModelVersionStatus latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
|
DescribeModelResult |
DescribeModelResult.withLatestScheduledRetrainingStatus(String latestScheduledRetrainingStatus)
Indicates the status of the most recent scheduled retraining run.
|
DescribeModelResult |
DescribeModelResult.withModelArn(String modelArn)
The Amazon Resource Name (ARN) of the machine learning model being described.
|
DescribeModelResult |
DescribeModelResult.withModelMetrics(String modelMetrics)
The Model Metrics show an aggregated summary of the model's performance within the evaluation time range.
|
DescribeModelResult |
DescribeModelResult.withModelName(String modelName)
The name of the machine learning model being described.
|
DescribeModelResult |
DescribeModelResult.withModelVersionActivatedAt(Date modelVersionActivatedAt)
The date the active model version was activated.
|
DescribeModelResult |
DescribeModelResult.withNextScheduledRetrainingStartDate(Date nextScheduledRetrainingStartDate)
Indicates the date and time that the next scheduled retraining run will start on.
|
DescribeModelResult |
DescribeModelResult.withOffCondition(String offCondition)
Indicates that the asset associated with this sensor has been shut off.
|
DescribeModelResult |
DescribeModelResult.withPreviousActiveModelVersion(Long previousActiveModelVersion)
The model version that was set as the active model version prior to the current active model version.
|
DescribeModelResult |
DescribeModelResult.withPreviousActiveModelVersionArn(String previousActiveModelVersionArn)
The ARN of the model version that was set as the active model version prior to the current active model version.
|
DescribeModelResult |
DescribeModelResult.withPreviousModelVersionActivatedAt(Date previousModelVersionActivatedAt)
The date and time when the previous active model version was activated.
|
DescribeModelResult |
DescribeModelResult.withPriorModelMetrics(String priorModelMetrics)
If the model version was retrained, this field shows a summary of the performance of the prior model on the new
training range.
|
DescribeModelResult |
DescribeModelResult.withRetrainingSchedulerStatus(RetrainingSchedulerStatus retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
|
DescribeModelResult |
DescribeModelResult.withRetrainingSchedulerStatus(String retrainingSchedulerStatus)
Indicates the status of the retraining scheduler.
|
DescribeModelResult |
DescribeModelResult.withRoleArn(String roleArn)
The Amazon Resource Name (ARN) of a role with permission to access the data source for the machine learning model
being described.
|
DescribeModelResult |
DescribeModelResult.withSchema(String schema)
A JSON description of the data that is in each time series dataset, including names, column names, and data
types.
|
DescribeModelResult |
DescribeModelResult.withServerSideKmsKeyId(String serverSideKmsKeyId)
Provides the identifier of the KMS key used to encrypt model data by Amazon Lookout for Equipment.
|
DescribeModelResult |
DescribeModelResult.withSourceModelVersionArn(String sourceModelVersionArn)
The Amazon Resource Name (ARN) of the source model version.
|
DescribeModelResult |
DescribeModelResult.withStatus(ModelStatus status)
Specifies the current status of the model being described.
|
DescribeModelResult |
DescribeModelResult.withStatus(String status)
Specifies the current status of the model being described.
|
DescribeModelResult |
DescribeModelResult.withTrainingDataEndTime(Date trainingDataEndTime)
Indicates the time reference in the dataset that was used to end the subset of training data for the machine
learning model.
|
DescribeModelResult |
DescribeModelResult.withTrainingDataStartTime(Date trainingDataStartTime)
Indicates the time reference in the dataset that was used to begin the subset of training data for the machine
learning model.
|
DescribeModelResult |
DescribeModelResult.withTrainingExecutionEndTime(Date trainingExecutionEndTime)
Indicates the time at which the training of the machine learning model was completed.
|
DescribeModelResult |
DescribeModelResult.withTrainingExecutionStartTime(Date trainingExecutionStartTime)
Indicates the time at which the training of the machine learning model began.
|
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