The PLS1NipalsAlgorithm type exposes the following members.
Methods
| Name | Description | |
|---|---|---|
 | Calculate |
Calculates a partial least squares from the given data and number of
components.
(Overrides IPLS1Calc..::.Calculate(DoubleMatrix, DoubleVector, Int32).) |
| Clone |
Creates a deep copy of this PLS1NipalsAlgorithm.
(Overrides IPLS1Calc..::.Clone()()().) |
| 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.) |
| HotellingsT2 |
Calculaties Hotelling's T2 statistic for each sample. T2 can be viewed as the
squared distance from a samples projection into the subspace to the centroid
of the subspace, or, more simply, the variation of the sample point within
the model.
(Inherited from IPLS1Calc.) |
| OnDeserialized |
Sets most of the attributes only if isGood_
|
| OnSerializing |
Conditionally sets most of the values for serialization only if isGood_
|
| Predict | Overloaded. |
| QResiduals |
Calculates the Q residuals for in sample in the model. The Q residual
for a given sample is the distance between the sample and its projection
in the subspace of the model.
(Overrides IPLS1Calc..::.QResiduals()()().) |
| ToString | (Inherited from Object.) |
