The actual loss, which represents the model's error during training, shows a decreasing trend throughout the training process.
Excerpts
In this study, the proportion of patients with high VRS showed an increasing trend over the first 2−3 years after radiotherapy and decreased thereafter (Fig. 2 a).
The correlation coefficient study showed that a highly significant positive association was observed between BMI and age, screen time, and WHr while a negative association was observed between BMI and sleep duration (Fig. 3 ).
a positive trendgold
A positive trend between viability and pollen tube length was found as well, indicating that pollen batches of a higher quality tend to contain more vigorous pollen, forming longer pollen tubes (Fig. 2 b).
a possible trendgold
Results show a possible trend where participants appear to be more focused on the animation in VR.
After univariable Cox regression analyses, variables with a P value < 0.06 (borderline significant) were included in the multivariable Cox regression analyses to address potential confounding factors.
While pupil constrictions in response to relative Yellow saturation increases also appeared to become weaker (and include dilation responses as well) in older adults, this difference was only borderline significant in our analysis (approximately 8%).
As the cluster fraction increases, the lamella thickness, and hence the melting temperature, shows an increasing trend.
In Model 2, when using average daily physical exercise time as a continuous variable, depressive symptoms scores of the elderly showed a decreasing trend with increasing physical exercise time.
a slight trendgold
3 d that represents average annual precipitation, we can observe a slight trend in negative CEE, i.e. years with less that the lower bound of rainfall per year.
For samples containing MSO, 1 and 2%, the WCA values show a decreasing trend to become 68.73 ± 1.855 and 59.23 ± 3.808 ,respectively.
6 a, there is a decreasing trend in cell activity with increasing voltage.
Effect of initial dye concentration and contact time There is an increasing trend in the maximum adsorption capacity as the initial dye concentration increased as shown in Fig. 2 C.
In addition, the water in Baoan District show a strong competition coefficient, which indicates that, even though the water in Baoan District has an increasing trend from the historical time series, the development of other land cover types often limits the spread of water area.
a clear trendgold
While useful, EA.hy cells are less stable than HUVEC cultures due to their tumour-like characteristics, resulting in statistically non-significant TEM data between KO and EPLIN-α re-expressing cells, despite a clear trend.
Furthermore, while HUVEC overexpressing EPLIN-α showed a trend towards increased transmigration compared to knockout (KO) cells, this difference did not reach statistical significance (Fig. 6 C).
We discovered a significant trend of decreasing KLB expression levels in tumor samples compared to standard samples, as well as that patients with high KLB expression in tumor samples had more prolonged survival than patients with low KLB expression.
a negative trendgold
Furthermore, within the MHC pathway, B2M showed a pronounced negative correlation, suggesting decreased expression, whereas TAPBP exhibited a negative trend, albeit to a lesser extent.
The distribution of onset times in 3-year intervals showed an increasing trend in both groups (Fig. 2 ).
Additionally, we also computed bivariate correlations between TCSS and the 11 proteins, finding that the 11 proteins had highly significant correlations with TCSS, with rho ranging from 0.19 to 0.32.
Whilst the TEL CBL group outperformed the control CBL group on each quiz, there was no statistically significant difference per quiz, but the difference was approaching significance during the latter quizzes.
an overall trendgold
While the error fluctuations are substantial, they exhibit an overall trend toward stabilization.
Figure 3 shows that with the increase in training epochs, the training loss decreases gradually, and the verification loss also exhibits a decreasing trend.
As Pb(II) concentrations increased, the adsorption capacity for Cd(II) exhibits a decreasing trend, although the rate of decrease varies across different Pb(II) concentration ranges (Fig. 7 b), whereas variations in Cd(II) concentrations had minimal impact on Pb(II) removal (Fig. 7 c).
Interestingly, our subgroup analysis showed only a trend for a higher odd of moderate to severe stroke with atrial cardiopathy in those with atrial fibrillation, while this association was quite significant in patients without atrial fibrillation.