The PLS1CrossValidation type exposes the following members.
Constructors
| Name | Description | |
|---|---|---|
| PLS1CrossValidation | Overloaded. |
Methods
| Name | Description | |
|---|---|---|
| Clone |
Creates a deep copy of this PLS1CrossValidation.
| |
| DoCrossValidation |
Performs cross validation on the given data using the existing PLS1
calculator and subset generator.
| |
| DoCrossValidationPls1 |
Performs cross validation on the given data using the given PLS1
calculator and number of components.
| |
| Equals | (Inherited from Object.) | |
| GetHashCode |
Serves as a hash function for a particular type.
(Inherited from Object.) | |
| GetType |
Gets the Type of the current instance.
(Inherited from Object.) | |
| ToString | (Inherited from Object.) |
Properties
| Name | Description | |
|---|---|---|
| AverageMeanSqrError |
Gets the average of the mean square errors for each training/testing
subsets pair.
| |
| Calculator |
Gets and sets the PLS1 calculator to use for PLS1 calculations.
| |
| IsGood |
Returns true if all the PLS2 calculations were successful. If one or
more calculations failed, false is returned. The results may be examined
to determine which calculations failed.
| |
| Results |
Gets the results of the cross validation for each training/testing
subsets pair.
| |
| SubsetGenerator |
Gets and sets the subset generator to use to generate testing
and training subsets.
|