PLS |
The PLS2NipalsAlgorithm type exposes the following members.
Name | Description | |
---|---|---|
Coefficients |
Gets the regression coefficients matrix, B, for the PLS2 calculation.
B satisifies the relationship
C# ResponseVector = XB + E. (Overrides IPLS2CalcCoefficients) | |
IsGood |
Whether the most recent calculation was successful.
(Overrides IPLS2CalcIsGood) | |
MaxIterations | Gets or sets the maximum number of iterations. | |
Message |
Gets any message that may have been generated by the algorithm. For example,
if the calculation is unsuccessful, the message indicates the reason.
(Overrides IPLS2CalcMessage) | |
PredictorLoadings |
Gets the loadings matrix for PredictorMatrix.
(Overrides IPLS2CalcPredictorLoadings) | |
PredictorMean | Gets the vector of means for the predictor variables. | |
PredictorResiduals | Gets the predictor residuals matrix. | |
PredictorScores |
Gets the scores matrix for PredictorMatrix.
(Overrides IPLS2CalcPredictorScores) | |
PredictorWeights | Gets the matrix of weights for the predictors. | |
ResponseLoadings | Gets the response loadings matrix. | |
ResponseMean | Gets the vector of means for the response variables. | |
ResponseResiduals | Gets the response residuals matrix. | |
ResponseScores | Gets the response scores matrix. | |
ResponseWeights | Gets the matrix of weights for the responses. |