Exact(13)
The estimates of Cheddar cheese age supplied by the manufacturers, compared to those predicted by the PLS model for the 10 prediction samples used, are shown in Fig. 4, where the age of the Cheddar was 70% correctly predicted.
RMSE can be calculated using the formula as ( {text{RMSEP}} = left[ {frac{I}{I - 1}mathop sum limits_{i = 1}^{I} (C_{act} - C_{pred} )^{2} } right]^{1/2} ), where I is the number of prediction samples, C act and C pred are the actual and predicted concentrations of the analytes, respectively.
Recoveries for prediction samples were higher than 85%.
The best results were achieved with LDA/GA and LDA/SW models, which all prediction samples were correctly classified.
A set of calibration and prediction samples were created according to a quaternary mixture design with five levels of compaction at each concentration design point.
where M is the total number of prediction samples.
Similar(47)
Here, we sought to develop a predictive model (prediction sample) of clinical outcome for paediatric OHCA by using SDA on nationwide Utstein-style data available in Japan, and to subsequently confirm the validity of this model (validation sample).
Second, we conducted K-fold cross-validation to assess each model's apparent validity to predict cases within the prediction sample.
At the end of this process, we derived Lin's concordance correlation coefficient (CCC) and 95% CI to estimate the correlation between the predicted and observed counts of cases across all strata in the prediction sample.
The prediction sample set of the transmittance data in the SVMLight data file format is shown in Table 3.
This method randomly allocated strata in the prediction sample into K subsets.
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