To interpret our model, we further analyze the random forest regression results using SHAP (Shapley Additive exPlanations)35, a generalized metric for feature importance, which utilizes the game-theory-based Shapley values to calculate the contribution of each feature to the model’s output. SHAP in...
In this regard, to correctly interpret the results of flame-retardant treatments on cotton fabrics, it is essential to understand the flammability and thermal behavior of untreated (pristine) cotton. However, the comprehensive characterization of the flammability properties of a polymeric material is ...
In the following discussion we make the attempt to interpret the pattern on a molecular scale. 3. Discussion The presented results of the inversion of the geometric sensitivity of 1313C chemical shifts are based on experimental evidence reported by Song et al. [68] We inferred expected changes ...
Synthesis: capacity to gather and critically appraise relevant knowledge and to summarise the key points. Capacity to evaluate scientific data in line with current scientific and technological knowledge. Ability to interpret preclinical and clinical evidence-based medical science and apply the knowledge to...