ForecastingPrimaryMetrics Struct
Definition
Important
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Primary metrics for Forecasting task.
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ForecastingPrimaryMetricsTypeConverter))]
public struct ForecastingPrimaryMetrics : IEquatable<Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ForecastingPrimaryMetrics>, System.Management.Automation.IArgumentCompleter[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ForecastingPrimaryMetricsTypeConverter))>]
type ForecastingPrimaryMetrics = struct
interface IArgumentCompleterPublic Structure ForecastingPrimaryMetrics
Implements IArgumentCompleter, IEquatable(Of ForecastingPrimaryMetrics)- Inheritance
-
ForecastingPrimaryMetrics
- Attributes
- Implements
Fields
| NormalizedMeanAbsoluteError |
The Normalized Mean Absolute Error (NMAE) is a validation metric to compare the Mean Absolute Error (MAE) of (time) series with different scales. |
| NormalizedRootMeanSquaredError |
The Normalized Root Mean Squared Error (NRMSE) the RMSE facilitates the comparison between models with different scales. |
| R2Score |
The R2 score is one of the performance evaluation measures for forecasting-based machine learning models. |
| SpearmanCorrelation |
The Spearman's rank coefficient of correlation is a non-parametric measure of rank correlation. |
Methods
| CompleteArgument(String, String, String, CommandAst, IDictionary) |
Implementations of this function are called by PowerShell to complete arguments. |
| Equals(ForecastingPrimaryMetrics) |
Compares values of enum type ForecastingPrimaryMetrics |
| Equals(Object) |
Compares values of enum type ForecastingPrimaryMetrics (override for Object) |
| GetHashCode() |
Returns hashCode for enum ForecastingPrimaryMetrics |
| ToString() |
Returns string representation for ForecastingPrimaryMetrics |
Operators
| Equality(ForecastingPrimaryMetrics, ForecastingPrimaryMetrics) |
Overriding == operator for enum ForecastingPrimaryMetrics |
| Implicit(ForecastingPrimaryMetrics to String) |
Implicit operator to convert ForecastingPrimaryMetrics to string |
| Implicit(String to ForecastingPrimaryMetrics) |
Implicit operator to convert string to ForecastingPrimaryMetrics |
| Inequality(ForecastingPrimaryMetrics, ForecastingPrimaryMetrics) |
Overriding != operator for enum ForecastingPrimaryMetrics |