Subsequently, the predicting ability of the model was assessed using the datasets for 14 unforeseen subjects.
The datasets for supporting the conclusions of this article have been provided in the research article.
We applied the stationarity tests on the datasets by taking the natural logarithm of the datasets for both periods.
The R source codes and the datasets for this study are available on request to the authors.
High speed recording of the train bogies at 240 fps establishes the datasets for experimentation having 2 trains with 20 coaches each capturing 15,000 frames per train.
This is, of course, a critical precondition for the use of the datasets for any kind of timing or causal analysis.
Spearman's rank correlation (a non-parametric test of correlation) was used to analyse differences or correlations in the datasets for faecal indicators between water and sediment samples.
Training and testing is the main part of improving performance, so we will increase the datasets for both training and testing to make our approach more robust.
In this section, we first describe the generation of the datasets for training and testing and the setup of the training parameters of the deep networks.
The southward wind became strong on 2 May (Fig. 8d), so we used the datasets for the 222Rn concentration and salinity in the period 30 April–2 May.
As a result, we obtained the best prediction among the regression methods cited above for each term to be used for building the datasets for trend analysis.
