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The last column of the table shows the percentage of improvement in the Akaike information criterion (AIC.diff.perc) in comparison with the reference model, h.ref, calculated as follows text{AIC.diff.perc}= frac{text{AIC}_{h.ref}- text{AIC}_{h_{j}}}{text{AIC}_{h.ref}}times 100, where AIC h.r e f is the AIC of the reference model and (text {AIC}_{h_{j}}) of the model under consideration.
If we look at the language model perplexity, we have achieved significant reduction about 11% relatively in comparison with the reference model trained on unclassified text corpora, if we applied combination of tf-idf weighting with similarity based on Jaccard correlation index in the text classification process.
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Figure 4 Comparison between the reference model and the simplified model.
The comparison indicates that the reconstructed models have the similar statistical information, geometrical morphology with those of the reference model.
It serves as the reference model in this underlying model comparison.
Therefore, we suggest for this kind of exposure to use a reduced model of chloride ingress with dt = 6 h that is 14.6 times faster in comparison with the reference case (complete model with dt = 1 h).
The cytoprotective ability of xyloccensins X+Y was evident with increase in mucin content in pyloric ligation model and protection against ethanol induced ulcer model in comparison with the reference drugs.
For the Landrace dataset the risk was extremely high for the worst class, but decreased rapidly in the second worst category, when the risk of culling was only 1.5 times higher for the Weibull model and 1.3 times higher for the grouped data model, in comparison with the reference class.
OR: Odds ratio for the corresponding category of heart rate in comparison with the reference category (<60 bpm) for homozygous subjects for the variant allele (recessive model) in comparison with carriers of the major allele.
The estimated sequence accuracy of the total repeat region was 99.8% based on a comparison with the reference sequence.
Numerical experiments revealed the validity of the proposed method through comparison with the reference results.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com