Excerpts

As can be seen from the figure, all the equivalent models have lower F1 index values than DG-SpanTCM in most of the cases.As the training process continues, the values of DG-SpanTCM stabilize and show an overall increasing trend without overfitting, while this is not the case for some of the comparison models, which show a decreasing trend, i.e., there is an overfitting problem, after the model stabilizes for a period of time.

9), a notable trend emerges as the percentage of hypoglycemia values increases, the prediction performance of federated models, global models and local models converges.

The results for \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p = 4$$\end{document} and \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$p = 8$$\end{document} reveal a clear trend: as the number of explanatory variables increases, the MSE generally rises.

On the contrary, the interregional contribution of GHG emissions in Henan Province accounted for 66–77%, but it showed an increasing trend year by year.

The significance level for rejecting the null hypothesis was set at 0.05, with P-values interpreted as follows: P ≥ 0.05 was considered not statistically significant, P < 0.05 was considered statistically significant, and P < 0.01 was considered highly significant.

The TyG index, as a marker of insulin resistance, shows an increasing trend as pregnancy progresses (Fig.

The biodiesel yields also experienced an increasing trend along with the increase in reaction time, as shown in Fig. 10 .

The regression model explains almost 88% of the variance in OTT (R 2 = 0.879, adjusted R 2 = 0.871) and the F-test is highly significant.

The EP, W, and SB-R oil macerates demonstrated a clear trend of smaller reductions in TAA in macerates with the 100 g herb dose.

However, since 1980, the climatic variables have shown an increasing trend due to climate warming 60 , along with a decrease in precipitation leading to a succession of dry years 44 .

Consistent with our observation, another study observed a decreasing trend in the composition of Proteobacteria as CRC progresses 35 .

The limited hunter-gatherer population size, especially for Neanderthals, makes such neglected noise possibly significant (i.e., significant genetic drift effects) for the single reference tribe and for the expected population dynamics when dealing with a finite size ensemble (i.e., a finite number of reference tribes).

A p-value < 0.05 was considered statistically significant, and a p-value < 0.01 was considered highly significant.

Life satisfaction is a cognitive element of SWB, and ACEs or exposure to lifetime traumatic events were almost insignificant in predicting this aspect in our participants.

In the case of deep shafts with joints and fissures, joint grouting is an effective method for controlling damage to the surrounding rock, especially in areas near the joints where the improvement is considerably significant.

As the thermal aging time increased, the yellowness index of both material films showed an increasing trend.

The effectiveness of using different discrete wavelets for feature construction has been investigated for various types of time series (with a pronounced trend component, with a pronounced seasonal component, and with balanced time series).

Meanwhile, when the number of mesh holes is held constant, the multiple rate shows a decreasing trend with increasing rotating speed.

Similarly, when the rotating speed is held constant, the multiple rate shows an increasing trend with increasing mesh hole diameter.

The P -value for the regression model of the qualified rate was less than 0.01, indicating that the model is highly significant and fits the data well.

Grain yield per plant exhibited highly significant variation due to Location (MS = 581.33), Season (MS = 525.05) and L × S interaction (MS = 585.66).

13 ), the results showed a trend consistent with the Gibson–Ashby scaling laws for cellular solids 39 .

Meta-analyses revealed that CLDN18.2 was not significant prognostic factor in resected cases, although CLDN18.2 negative cases showed a trend for worse survival.

Total annual soil loss (TSL) and mean annual net soil loss (NSL) The consolidated soil budget shown in Table 11 indicates a significant trend of extensive soil degradation across all land use and land cover (LULC) categories within the Kola Embahasti watershed.

Whereas, the groups treated with optimized formulations produced a highly significant reduction in both TNF-α and IL-6 levels in contrast to the groups treated with blank films.