nuget
The solution information of the support vector machine solver, which contains everything of the solution except the alpha coefficients.
SolutionInfo
01 Syntax
Microsoft.VisualBasic.MachineLearning.SVM.SolutionInfo
02 Methods
| Name | Overloads | Summary |
|---|---|---|
| ToString | 1 | Display this solution information as a json string. |
03 Properties
| Name | Overloads | Summary |
|---|---|---|
| obj | 1 | The value of the objective function which was minimized. |
| rho | 1 | The bias term of the decision function. |
| upper_bound_p | 1 | The upper bound value of the positive side lagrange multiplier. |
| upper_bound_n | 1 | The upper bound value of the negative side lagrange multiplier. |
| r | 1 | for Solver_NU |
04 Members
ToString
Display this solution information as a json string.
Returns
A json text which describes this solution information.
obj
The value of the objective function which was minimized.
Returns
A Double value.
rho
The bias term of the decision function.
Returns
A Double value.
upper_bound_p
The upper bound value of the positive side lagrange multiplier.
Returns
A Double value.
upper_bound_n
The upper bound value of the negative side lagrange multiplier.
Returns
A Double value.
r
for Solver_NU
Returns
The r value which is only used by the nu solver.