nuget
The prediction result of a support vector machine model.
SVMPrediction
01 Syntax
Microsoft.VisualBasic.MachineLearning.SVM.SVMPrediction
02 Methods
| Name | Overloads | Summary |
|---|---|---|
| ToString | 1 | Display this prediction result as a json string. |
03 Properties
| Name | Overloads | Summary |
|---|---|---|
| class | 1 | The predicted class label. |
| score | 1 | The decision value of the predicted class. |
| unifyValue | 1 | The unified decision value, which is the sum of the pairwise decision values of the predicted class. |
| vote | 1 | The vote value of each class, which is produced by the one-versus-one voting procedure of the multi-class classifier. |
04 Members
ToString
Display this prediction result as a json string.
Returns
A json text which describes this prediction result.
class
The predicted class label.
Returns
An Int32 class index.
score
The decision value of the predicted class.
Returns
A Double value.
unifyValue
The unified decision value, which is the sum of the pairwise decision values of the predicted class.
Returns
A Double value.
vote
The vote value of each class, which is produced by the one-versus-one voting procedure of the multi-class classifier.
Returns
An array of the vote value of each class.