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The residuals are obtained by: e_{i} = y_{i} - hat{y}_{i}, (7 where ( hat{y}_{i} ) is the prediction value for the quality characteristic ( y_{i} ) and can be obtained as follows: hat{y}_{i} = hat{beta }_{0} + hat{beta }_{1} x_{i}.
To obtain a prediction value for each specimen, leave-one-out crossvalidation (LOOCV) was performed.
This provides a single prediction value for a given gene.
The other type of algorithm gives a single prediction value for the entire protein.
Since the predictive accuracy measures in those papers did not relate to an output of a prediction value for each variant, those methods were not discussed further.
As butanoic acid was the stronger component, our prediction value for the pleasantness of the mixture was almost equal to the pleasantness of this component.
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However the ANN model tends to overestimate the prediction values for the short duration incident cases (0 30 min), where the MAE value is equal to 18 min.
The KNN model usually tends to overestimate the prediction values for incidents of relatively short duration, while underestimating them for incident cases of relatively long duration.
We can see from these two cases that the NIPE scheme can effectively deal with the non-integer prediction values for reversible watermarking.
In this section, we propose a new expansion embedding approach, one of the advantages of which is able to deal with non-integer prediction values for data embedding.
This study focuses on its application in Lambayeque (Peru): with MEPDG, different sections of flexible pavement were modeled and prediction values for the International Roughness Index (IRI) were obtained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com