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publicationDate 2021-06-03-04:00^^<http://www.w3.org/2001/XMLSchema#date>
publicationNumber US-2021164891-A1
titleOfInvention Cross-validation based calibration of a spectroscopic model
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.
priorityDate 2018-06-29-04:00^^<http://www.w3.org/2001/XMLSchema#date>
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