We assessed predictors’ importance using a multi-method approach comprising permutation importance, mean decrease in impurity (MDI) and SHapley Additive exPlanations (SHAP) values (Fig. 4c). Across both LAC and non-LAC datasets, the models (R² = 0.41, F² = 0.71, r.m.s.e....
Section 4 concludes by stressing the importance of using urban scaling along with complementary explanations of the genesis of city systems (regional integration, path-dependent processes, etc.) to better understand the socioeconomic and morphological complexity of cities and systems of cities. 2. A ...
providers, it cannot assess the applicability of these potential explanations; thus, future research should consider both perspectives. The poor healthcare experiences relating to sensory sensitivities reported by both cisgender and TGD autistic individuals aligns with prior literature suggesting autistic peop...
These samples were originated from five types of cold seeps: gas hydrates, mud volcanoes, asphalt volcanoes, oil and gas seeps and methane seeps. Sites with red asterisks denote that both metagenomes and metatranscriptomes were collected, sites with blue asterisks denote that only metatranscriptomes ...
When targetingdiverse audiences, interactive tools can include optional explanations andhyperlinks, and help users explore multiple representations (Spiegelhalter et al., 2011). They are not just fixed products but a means by which users can gradually and intuitively undergo transformations (Woodward et ...
providers, it cannot assess the applicability of these potential explanations; thus, future research should consider both perspectives. The poor healthcare experiences relating to sensory sensitivities reported by both cisgender and TGD autistic individuals aligns with prior literature suggesting autistic peop...
transformer-based multimodal ER models and deep canonical correlation analysis (DCCA) when combined with an attention-based fusion strategy [113,155]. A more recent approach tackles the issue of robustness and reliability in MER systems by providing explanations for the predictions, thereby addressing ...
explanations of diversity, he is able to view this concept through a historical and global lens which gives a solid basis for his argument. This approach can be observed through the first major point presented which highlights the inevitable impact which all cultures have on other groups. Whether...
Possible explanations for the wide range in reported incidence may be attributed to various comorbidities requiring simultaneous medications with phototoxic potential, populational metabolic and genetic differences, and differences in maintenance of cumulative dose and variable light exposure characteristics of ...
This significantly enhanced the reliability of compiled chronologies and provided clearer explanations of climate triggers by improving statistical significance. When comparing probability models based on rain gauge data, the final outputs exhibited significantly better reliability with the HOST gauge compared ...