Excerpts

Though ANN [6] and LSTM came out as the choice models compared to the others, the evaluation metrics for ANN [8] also show highly significant results, making it equally relevant and best alternative.

The abattoir effluent exceeded the acceptable limits for COD with a mean reading of 13,400 mg/L In this study, EC levels recorded an increasing trend for the tanker services < wire < paper and pulp < battery industries, which were higher than those of the acceptable limits of the Emfuleni Local Municipality (ELM).

13 , it can be observed that the coefficient of determination R 2 is 1, indicating a highly significant correlation between the maximum vertical displacement and both the spacing and the radius of the existing tunnel.

9 , it can be observed that as the spacing L between the two tunnels increases, both the horizontal and vertical displacements of the existing tunnel exhibit a decreasing trend.

In terms of districts, a marginally significant rise in malignancy was noted in the Liguria region (OR = 1.40; 95%CI 1.09–1.82), whereas the “breed” variable emerged as the predominant factor influencing malignancy risk, with a protective effect of being purebred compared to HCS/HCL (OR = 0.53; 95%CI 0.42–0.68).

Symptom assessment before and after supervised APA Patients in group A showed highly significant improvements in pain, fatigue, and mood after each APA session, starting within the first month of intervention.

In contrast, although an increasing trend in THA risk was observed among male patients, the association did not reach statistical significance.

THA showed a nonsignificant trend toward increased risk, with higher incidence in some subgroups (e.g., older women).

Although the differences in disease duration and lesion symmetry did not reach statistical significance, a notable trend was observed: 75% of the OLP patients had a disease duration exceeding one year.

Conversely, demographic variables such as age, gender, family size, education level, and availability of rental machinery did not exhibit statistically significant effects at the 5% level, although gender and machinery rental availability showed marginal significance.

The marginally non-significant p-value (0.096) for the gender variable was interpreted as suggesting a possible latent effect, likely constrained by the uneven gender distribution in the sample.

This indicates that the performance improvement of the improved algorithm INSGA-II is highly significant in statistics, and is not caused by random fluctuations.

The main effects and interactions remained significant or marginally significant across models, indicating that the observed patterns were robust beyond ideological alignment.

In turn, shallow stratum soils on the active side are separated from the station wall and become loose, then the earth pressure is released and shows a decreasing trend.

The foot of the wall is squeezed to the active side when the station structure is inclined, thus forming a squeezed area, and the compressed earth pressure of the deep stratum shows an increasing trend (see Fig. 18 (a)).

Design of experiment Table 3 presents The Design of Experiments (DoE) analysis revealed that, for FEB, the most significant factors influencing resolution were A, B, and the quadratic term A2, each with highly significant p-values (all below 0.01), while other factor combinations such as C, AB, AC, BC, B2, and C2 had no meaningful impact (all p-values above 0.2).

Macronutrients All macronutrients except carbon showed highly significant differences among cultivars.

The mean squares due to genotypes were highly significant for all the characters that revealed significant variation exists among the genotypes for the traits studied.

Nevertheless, its exponential coefficient (exp(β) = 0.59) indicates a meaningful negative association with structural lifespan, suggesting borderline significance in practical terms.

2 ) and showed a negative trend with increasing concentrations of E. capillifolium extract (Table 1 ).

The SG and MGT of the respective pigweed species exhibited a decreasing trend with increasing concentrations of the E. capillifolium extract from 0.5 to 20%, indicating a dose-dependent inhibitory effect.

While the numerical differences may appear marginal, these improvements are practically significant in geotechnical engineering contexts where FOS values typically range from 1.0 to 3.0, and even minor enhancements in predictive accuracy can substantially impact safety margin assessments and risk evaluation for critical infrastructure projects.

It can be seen that with the increase of moisture content and interval time, the displacements of the pile tops and ground surface around piles both show an increasing trend.

However, spatial comparisons of the evaluation datasets indicate that the details of the classification rules remain highly significant.

The other two genes quantified in this study, namely ACTA2 and PDXN, do not show a clear trend of increasing or decreasing with passage, suggesting that the expression pattern is more heterogeneous across BM-MSC groups.