Class ModelTrainingResults
Specifies the details for an Anomaly Detection model trained with MSET.
Inherited Members
Namespace: Oci.AianomalydetectionService.Models
Assembly: OCI.DotNetSDK.Aianomalydetection.dll
Syntax
public class ModelTrainingResults
Properties
Algorithm
Declaration
[JsonProperty(PropertyName = "algorithm")]
[JsonConverter(typeof(ResponseEnumConverter))]
public ModelTrainingResults.AlgorithmEnum? Algorithm { get; set; }
Property Value
Type | Description |
---|---|
ModelTrainingResults.AlgorithmEnum? | Actual algorithm used to train the model |
Fap
Declaration
[Required(ErrorMessage = "Fap is required.")]
[JsonProperty(PropertyName = "fap")]
public float? Fap { get; set; }
Property Value
Type | Description |
---|---|
float? | The final-achieved model accuracy metric on individual value level |
Remarks
Required
IsTrainingGoalAchieved
Declaration
[JsonProperty(PropertyName = "isTrainingGoalAchieved")]
public bool? IsTrainingGoalAchieved { get; set; }
Property Value
Type | Description |
---|---|
bool? | A boolean value to indicate if train goal/targetFap is achieved for trained model |
MultivariateFap
Declaration
[JsonProperty(PropertyName = "multivariateFap")]
public float? MultivariateFap { get; set; }
Property Value
Type | Description |
---|---|
float? | The model accuracy metric on timestamp level. |
RowReductionDetails
Declaration
[JsonProperty(PropertyName = "rowReductionDetails")]
public RowReductionDetails RowReductionDetails { get; set; }
Property Value
Type | Description |
---|---|
RowReductionDetails |
SignalDetails
Declaration
[JsonProperty(PropertyName = "signalDetails")]
public List<PerSignalDetails> SignalDetails { get; set; }
Property Value
Type | Description |
---|---|
List<PerSignalDetails> | The list of signal details. |
Warning
Declaration
[JsonProperty(PropertyName = "warning")]
public string Warning { get; set; }
Property Value
Type | Description |
---|---|
string | A warning message to explain the reason when targetFap cannot be achieved for trained model |
WindowSize
Declaration
[JsonProperty(PropertyName = "windowSize")]
public int? WindowSize { get; set; }
Property Value
Type | Description |
---|---|
int? | Window size defined during training or deduced by the algorithm. |