ModelTrainingResults

class oci.ai_anomaly_detection.models.ModelTrainingResults(**kwargs)

Bases: object

Specifies the details for an Anomaly Detection model trained with MSET.

Methods

__init__(**kwargs) Initializes a new ModelTrainingResults object with values from keyword arguments.

Attributes

fap [Required] Gets the fap of this ModelTrainingResults.
is_training_goal_achieved Gets the is_training_goal_achieved of this ModelTrainingResults.
multivariate_fap Gets the multivariate_fap of this ModelTrainingResults.
row_reduction_details Gets the row_reduction_details of this ModelTrainingResults.
signal_details Gets the signal_details of this ModelTrainingResults.
warning Gets the warning of this ModelTrainingResults.
__init__(**kwargs)

Initializes a new ModelTrainingResults object with values from keyword arguments. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:
  • fap (float) – The value to assign to the fap property of this ModelTrainingResults.
  • multivariate_fap (float) – The value to assign to the multivariate_fap property of this ModelTrainingResults.
  • is_training_goal_achieved (bool) – The value to assign to the is_training_goal_achieved property of this ModelTrainingResults.
  • warning (str) – The value to assign to the warning property of this ModelTrainingResults.
  • signal_details (list[oci.ai_anomaly_detection.models.PerSignalDetails]) – The value to assign to the signal_details property of this ModelTrainingResults.
  • row_reduction_details (oci.ai_anomaly_detection.models.RowReductionDetails) – The value to assign to the row_reduction_details property of this ModelTrainingResults.
fap

[Required] Gets the fap of this ModelTrainingResults. The final-achieved model accuracy metric on individual value level

Returns:The fap of this ModelTrainingResults.
Return type:float
is_training_goal_achieved

Gets the is_training_goal_achieved of this ModelTrainingResults. A boolean value to indicate if train goal/targetFap is achieved for trained model

Returns:The is_training_goal_achieved of this ModelTrainingResults.
Return type:bool
multivariate_fap

Gets the multivariate_fap of this ModelTrainingResults. The model accuracy metric on timestamp level.

Returns:The multivariate_fap of this ModelTrainingResults.
Return type:float
row_reduction_details

Gets the row_reduction_details of this ModelTrainingResults.

Returns:The row_reduction_details of this ModelTrainingResults.
Return type:oci.ai_anomaly_detection.models.RowReductionDetails
signal_details

Gets the signal_details of this ModelTrainingResults. The list of signal details.

Returns:The signal_details of this ModelTrainingResults.
Return type:list[oci.ai_anomaly_detection.models.PerSignalDetails]
warning

Gets the warning of this ModelTrainingResults. A warning message to explain the reason when targetFap cannot be achieved for trained model

Returns:The warning of this ModelTrainingResults.
Return type:str