Describe Model Version
lookoutequipment_describe_model_version | R Documentation |
Retrieves information about a specific machine learning model version¶
Description¶
Retrieves information about a specific machine learning model version.
Usage¶
Arguments¶
ModelName
[required] The name of the machine learning model that this version belongs to.
ModelVersion
[required] The version of the machine learning model.
Value¶
A list with the following syntax:
list(
ModelName = "string",
ModelArn = "string",
ModelVersion = 123,
ModelVersionArn = "string",
Status = "IN_PROGRESS"|"SUCCESS"|"FAILED"|"IMPORT_IN_PROGRESS"|"CANCELED",
SourceType = "TRAINING"|"RETRAINING"|"IMPORT",
DatasetName = "string",
DatasetArn = "string",
Schema = "string",
LabelsInputConfiguration = list(
S3InputConfiguration = list(
Bucket = "string",
Prefix = "string"
),
LabelGroupName = "string"
),
TrainingDataStartTime = as.POSIXct(
"2015-01-01"
),
TrainingDataEndTime = as.POSIXct(
"2015-01-01"
),
EvaluationDataStartTime = as.POSIXct(
"2015-01-01"
),
EvaluationDataEndTime = as.POSIXct(
"2015-01-01"
),
RoleArn = "string",
DataPreProcessingConfiguration = list(
TargetSamplingRate = "PT1S"|"PT5S"|"PT10S"|"PT15S"|"PT30S"|"PT1M"|"PT5M"|"PT10M"|"PT15M"|"PT30M"|"PT1H"
),
TrainingExecutionStartTime = as.POSIXct(
"2015-01-01"
),
TrainingExecutionEndTime = as.POSIXct(
"2015-01-01"
),
FailedReason = "string",
ModelMetrics = "string",
LastUpdatedTime = as.POSIXct(
"2015-01-01"
),
CreatedAt = as.POSIXct(
"2015-01-01"
),
ServerSideKmsKeyId = "string",
OffCondition = "string",
SourceModelVersionArn = "string",
ImportJobStartTime = as.POSIXct(
"2015-01-01"
),
ImportJobEndTime = as.POSIXct(
"2015-01-01"
),
ImportedDataSizeInBytes = 123,
PriorModelMetrics = "string",
RetrainingAvailableDataInDays = 123,
AutoPromotionResult = "MODEL_PROMOTED"|"MODEL_NOT_PROMOTED"|"RETRAINING_INTERNAL_ERROR"|"RETRAINING_CUSTOMER_ERROR"|"RETRAINING_CANCELLED",
AutoPromotionResultReason = "string",
ModelDiagnosticsOutputConfiguration = list(
S3OutputConfiguration = list(
Bucket = "string",
Prefix = "string"
),
KmsKeyId = "string"
),
ModelDiagnosticsResultsObject = list(
Bucket = "string",
Key = "string"
),
ModelQuality = "QUALITY_THRESHOLD_MET"|"CANNOT_DETERMINE_QUALITY"|"POOR_QUALITY_DETECTED"
)