ClassificationPrimaryMetrics Struct
Definition
Important
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Primary metrics for classification tasks.
[System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ClassificationPrimaryMetricsTypeConverter))]
public struct ClassificationPrimaryMetrics : IEquatable<Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ClassificationPrimaryMetrics>, System.Management.Automation.IArgumentCompleter[<System.ComponentModel.TypeConverter(typeof(Microsoft.Azure.PowerShell.Cmdlets.MachineLearningServices.Support.ClassificationPrimaryMetricsTypeConverter))>]
type ClassificationPrimaryMetrics = struct
interface IArgumentCompleterPublic Structure ClassificationPrimaryMetrics
Implements IArgumentCompleter, IEquatable(Of ClassificationPrimaryMetrics)- Inheritance
-
ClassificationPrimaryMetrics
- Attributes
- Implements
Fields
| Accuracy |
Accuracy is the ratio of predictions that exactly match the true class labels. |
| AucWeighted |
AUC is the Area under the curve. This metric represents arithmetic mean of the score for each class, weighted by the number of true instances in each class. |
| AveragePrecisionScoreWeighted |
The arithmetic mean of the average precision score for each class, weighted by the number of true instances in each class. |
| NormMacroRecall |
Normalized macro recall is recall macro-averaged and normalized, so that random performance has a score of 0, and perfect performance has a score of 1. |
| PrecisionScoreWeighted |
The arithmetic mean of precision for each class, weighted by number of true instances in each class. |
Methods
| CompleteArgument(String, String, String, CommandAst, IDictionary) |
Implementations of this function are called by PowerShell to complete arguments. |
| Equals(ClassificationPrimaryMetrics) |
Compares values of enum type ClassificationPrimaryMetrics |
| Equals(Object) |
Compares values of enum type ClassificationPrimaryMetrics (override for Object) |
| GetHashCode() |
Returns hashCode for enum ClassificationPrimaryMetrics |
| ToString() |
Returns string representation for ClassificationPrimaryMetrics |
Operators
| Equality(ClassificationPrimaryMetrics, ClassificationPrimaryMetrics) |
Overriding == operator for enum ClassificationPrimaryMetrics |
| Implicit(ClassificationPrimaryMetrics to String) |
Implicit operator to convert ClassificationPrimaryMetrics to string |
| Implicit(String to ClassificationPrimaryMetrics) |
Implicit operator to convert string to ClassificationPrimaryMetrics |
| Inequality(ClassificationPrimaryMetrics, ClassificationPrimaryMetrics) |
Overriding != operator for enum ClassificationPrimaryMetrics |