MCCT Object
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Purpose
Class for modelcentric calibration transfer.
Synopsis
- mobj = MCCTObject();
Description
Model Centric Calibration Transfer Object, an object to create and test multiple calibration transfer scenarios for a given "primary" model. Each calibration transfer scenario consists of:
- A calibration transfer model (see caltransfer) as a preprocessing step.
- Insert location in the preprocessing steps of the primary model.
A given calibration method (DS, PDS, PWDS, SST) may have one or more parameters to "tune" for a given instrument. For example, window size in the case of PDS.
The ultimate goal is to produce a new "secondary" model based on the "primary" model with a calibration transfer preprocessing step inserted to account for instrument variation.
Inputs
- MasterModel = Calibration model developed on master instrument.
- CalibrationMasterXData = Calibration X DataSet for master instrument.
- CalibrationSlaveXData = Calibration X DataSet for slave instrument.
- CalibrationYData = Calibration Y DataSet for both master and slave (for regression models).
- ValidationMasterXData = Validation X DataSet for master instrument.
- ValidationSlaveXData = Validation X DataSet for slave instrument.
- ValidationYData = Validation Y DataSet for both master and slave (for regression models).
Outputs
Use the 'getSlaveModelAt' method to retrieve models.