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The HKY model was the best model for both data subsets using the Akaike information criteria (AIC) in jModelTest ver. 0.1.1 (Posada 2008).

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In addition, the extent of transition bias (transition/transversion rate ratio) was estimated for the combined first and second codon positions and for the third codon position of exons in various data subsets using the program MEGA [55].

Three GEP models are developed to capture the effect of randomizing the test data subsets used to develop the models.

There are four data subsets used for each of the locations covered under this study.

Thus, we included the same MAF and LD pruned data subsets used in the PLINK analysis.

Fig. 5 Dynamics of the spread (text{ SPR }) in the data subset used for parameter estimation.

Taken together, Figures 13 and 14 show that the fatalities record in Indonesia is made up of both a few major fatal incidents causing tens of thousands of deaths, as well as many smaller fatal incidents, meaning the region dominates the global fatalities record irrespective of the data subset used.

The data subset used here is believed to have been more likely to have excluded men whose address of record at the time of diagnosis was a facility as well as a good number of the oldest of cases.

Thus the correlation between basic soil properties and hydraulic conductivity may not be clear from the data subset used to derive PTFs.

It is important to point out that feature selection was based on the feature relevance metrics calculated on the data subset used for training, and performed independently for every training set, to avoid any overfitting issues.

In this method, data set is divided into k equal size subsets where (k=10) and (k-1) data subsets are used to train the model and remaining subset is used to test the model.

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