PLS |
public class PLS2WorksheetAnalysis : WorksheetAnalysis
The PLS2WorksheetAnalysis type exposes the following members.
Name | Description | |
---|---|---|
PLS2WorksheetAnalysis | Initializes a new instance of the PLS2WorksheetAnalysis class |
Name | Description | |
---|---|---|
AnalysisName | (Overrides WorksheetAnalysisAnalysisName) |
Name | Description | |
---|---|---|
CalculateAdditionalColumn | (Inherited from WorksheetAnalysis) | |
CalculateAdditionalColumns | (Inherited from WorksheetAnalysis) | |
CalculateAndStorePredictionScores(DataTable, Int32) | (Inherited from WorksheetAnalysis) | |
CalculateAndStorePredictionScores(DataTable, Int32, Int32) | (Inherited from WorksheetAnalysis) | |
CalculateCrossPredictedAndResidual | (Inherited from WorksheetAnalysis) | |
CalculateCrossPredictedY | (Inherited from WorksheetAnalysis) | |
CalculateCrossPRESS |
Calculate the cross PRESS values and stores the results in the provided table.
(Inherited from WorksheetAnalysis) | |
CalculatePredictedAndResidual | (Inherited from WorksheetAnalysis) | |
CalculatePredictedY |
For a given set of spectra, predicts the y-values and stores them in the matrix predictedY (Inherited from WorksheetAnalysis) | |
CalculatePredictionScores |
Calculates the prediction scores. In case of a single y-variable, the prediction score is a vector of the same length than a spectrum.
Multiplying the prediction score (dot product) with a spectrum, it yields the predicted y-value (of cause mean-centered).
(Inherited from WorksheetAnalysis) | |
CalculatePreprocessedSpectra |
Fills a provided table (should be empty) with the preprocessed spectra. The spectra are saved as columns (independently on their former orientation in the original worksheet).
(Inherited from WorksheetAnalysis) | |
CalculateXLeverage |
Calculates the leverage of the spectral data.
(Inherited from WorksheetAnalysis) | |
CalculateXResidual | (Inherited from WorksheetAnalysis) | |
CalculateYPredicted |
Calculated the predicted y for the component given by whichY and for the given number of factors.
(Inherited from WorksheetAnalysis) | |
CalculateYResidual |
Calculates the y-residuals (concentration etc.).
(Inherited from WorksheetAnalysis) | |
CreateNewRegressionObject | (Overrides WorksheetAnalysisCreateNewRegressionObject) | |
EnsureMatchingXOfX |
Compares the two arrays and throws an InvalidOperationException if the data not match.
(Inherited from WorksheetAnalysis) | |
Equals | Determines whether the specified object is equal to the current object. (Inherited from Object) | |
ExecuteAnalysis(AltaxoDocument, DataTableMatrixProxyWithMultipleColumnHeaderColumns, DimensionReductionAndRegressionOptions, DataTable) |
Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table.
Here, the spectra are stored in the data columns of the proxy, the target variables are located in the ColumnHeaderColumns of the proxy.
(Inherited from WorksheetAnalysis) | |
ExecuteAnalysis(IMatrixDouble, IMatrixDouble, DimensionReductionAndRegressionOptions, DataTable, IReadOnlyListDouble) |
Execute an analysis and stores the result in the provided table.
(Inherited from WorksheetAnalysis) | |
ExecuteAnalysis(AltaxoDocument, DataTable, IAscendingIntegerCollection, IAscendingIntegerCollection, IAscendingIntegerCollection, Boolean, DimensionReductionAndRegressionOptions) |
Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table.
(Inherited from WorksheetAnalysis) | |
ExecuteAnalysis(AltaxoDocument, DataTableMatrixProxyWithMultipleColumnHeaderColumns, IMatrixDouble, IMatrixDouble, Double, DimensionReductionAndRegressionOptions, DataTable, DimensionReductionAndRegressionResult) |
Makes a PLS (a partial least squares) analysis of the table or the selected columns / rows and stores the results in a newly created table.
(Inherited from WorksheetAnalysis) | |
Export | Exports a table to a PLS2CalibrationSet | |
Finalize | Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object) | |
GetCalibrationModel | (Overrides WorksheetAnalysisGetCalibrationModel(DataTable)) | |
GetHashCode | Serves as the default hash function. (Inherited from Object) | |
GetType | Gets the Type of the current instance. (Inherited from Object) | |
IsPLS2CalibrationModel | ||
MemberwiseClone | Creates a shallow copy of the current Object. (Inherited from Object) | |
PredictValues(DataTableMatrixProxyWithMultipleColumnHeaderColumns, Int32, DataTable, DataTable) |
This predicts the selected columns/rows against a user choosen calibration model.
The orientation of spectra is given by the parameter spectrumIsRow.
(Inherited from WorksheetAnalysis) | |
PredictValues(DataTable, IAscendingIntegerCollection, IAscendingIntegerCollection, Int32, DataTable, DataTable) |
This predicts the selected columns/rows against a user choosen calibration model.
The orientation of spectra is given by the parameter spectrumIsRow.
(Inherited from WorksheetAnalysis) | |
StoreCalculatedColumn |
Stores the information that a given column was calculated inside the DataSource object of the table.
(Inherited from WorksheetAnalysis) | |
StoreCalibrationModelInTable | (Overrides WorksheetAnalysisStoreCalibrationModelInTable(IMultivariateCalibrationModel, DataTable)) | |
StoreFRatioData | (Inherited from WorksheetAnalysis) | |
StoreNumberOfFactors | (Inherited from WorksheetAnalysis) | |
StoreOriginalY | (Inherited from WorksheetAnalysis) | |
StorePreprocessedData | (Inherited from WorksheetAnalysis) | |
StorePRESSData | (Inherited from WorksheetAnalysis) | |
StoreXOfX | (Inherited from WorksheetAnalysis) | |
ToString | Returns a string that represents the current object. (Inherited from Object) |