The PLS1Anova type exposes the following members.
Properties
| Name | Description | |
|---|---|---|
 | CoefficientOfDetermination |
Gets the R squared value. Also called the coefficient of determination.
|
| DegreesOfFreedom |
Gets the degrees of freedom for the data. This is
number of samples - number of components - 1.
|
| MeanSqrErrorPrediction |
Gets the mean square error for prediction. This is
the residual sum of squares divided by the number of
samples.
|
| Residuals |
Gets the vector of residuals. This is the vector of differences
between the given response values and the response values
predicted by the regression model.
|
| RootMeanSqrErrorPrediction |
Gets the root mean square error for prediction. This is
the square root of the mean square error for prediction.
|
| StandardError |
Gets the standard error for the model. This is the square root of
the residual sum of squares divided by the degrees of freedom for
the model.
|
| SumOfSquaresResiduals |
Gets the sum of squares for the residuals. This is the sum of the
squared differences between the response values and the responses
predicted by the regression model.
|
| SumOfSquaresTotal |
Returns the total sum of squares for the model. This is the sum of the
squared deviations from the mean of the elements of the the response
vector.
|
