Cross-validation based calibration of a spectroscopic model

    公开(公告)号:US11719628B2

    公开(公告)日:2023-08-08

    申请号:US17248867

    申请日:2021-02-11

    CPC classification number: G01N21/274 G01J3/0275 G01N2201/129

    Abstract: A device may receive a master data set for a first spectroscopic model; receive a target data set for a target population associated with the first spectroscopic model to update the first spectroscopic model; generate a training data set that includes the master data set and first data from the target data set; generate a validation data set that includes second data from the target data set and not the master data set; generate, using cross-validation and using the training data set and the validation data set, a second spectroscopic model that is an update of the first spectroscopic model; and provide the second spectroscopic model.

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