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Calibration Prediction for new observations

Calibration Prediction for new observations. X- and Y- data. X- data. PLSR calibration. Global PLSR prediction. Global PLSR model. Predicted Y- data. Projection into global PLSR model *. Global PLS X- and Y- scores. Predicted PLS X- and Y- scores. Classification

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Calibration Prediction for new observations

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  1. CalibrationPrediction for new observations X- and Y- data X- data PLSR calibration Global PLSR prediction Global PLSR model Predicted Y- data Projection into global PLSR model* Global PLS X- and Y- scores Predicted PLS X- and Y- scores Classification (FCM/LDA/QDA/NB) Nr. of clusters Fuzzy clustering Membershipvalues for eachobservation in eachcluster Membershipvalues for eachobservation in eachcluster PLSR calibration Local PLSR models in eachcluster PLSR prediction PLSR prediction Prediction of Y for each observation as weighted sum of local models using the membership values as weights or only using the most probable local model

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