The aim of the present study was the examination of the Job Demand Control model in relation to self-reported work-related back and neck pain in a representative sample ( = 1040) of the Swiss working population. The effects of the main dimensions psychological and physical demands, job control...
Learn how to get explanations for how your machine learning model determines feature importance and makes predictions when using the Azure Machine Learning SDK.
While SHAP values can explain the output of any machine learning model, we have developed a high-speed exact algorithm for ensemble tree methods (Tree SHAP paper). This has been integrated directly into XGBoost and LightGBM (make sure you have the latest checkout of master), and you can use...
- Toward a Continuum Geothermal Model to Explain Coexistence of Medium to High (100 to 250掳C) Temperature Geothermal Systems in Martinique and Guadeloupe,... V Bouchot,A Gadalia,H Traineau,... 被引量: 0发表: 2014年 The prediction of mineral solubilities in natural waters: A chemical equili...
This integrated model incorporates the key features of a medical treatment and generates numerous behavioral predictions. Using the method of experimental economics, the predictions are validated within an economic setting, allowing for general conclusions about the individual’s decision-making process and...
A Non-Phenomenological Model to Explain Population Growth Behaviors This paper proposes a non-phenomenological model of population growth that isbased on the interactions between the individuals that compose the system. Itis assumed that the individuals interact cooperatively and competitively. As aconse....
Spectral bias, task-model alignment and noise explain generalization in kernel regression. Generalization error can exhibit non-monotonicity which can be understood through the bias and variance decomposition38,42,43, Eg = B + V, where \(B=\int {\mathrm{d}}{\bf{x}} p({\bf{x}...
Here, we make this result robust to the way cooperators reciprocate, by implementing direct reciprocity with the standard tit-for-tat strategy and deriving similar results. Keywords: direct reciprocity; evolutionary game theory; model-predictive strategy update; network reciprocity; prisoner’s dilemma;...
Given the ubiquitous nature of mobile devices and information and communication technologies (ICT), after-hours work-related interruptions (AHWI) occur anywhere and anytime in China. In the current study, an alternative person–environment (P-E) fit model of ICT-enabled AHWI, hereafter referred to...
Our model predicts that a small minority of ‘superspreader’ points of interest account for a large majority of the infections, and that restricting the maximum occupancy at each point of interest is more effective than uniformly reducing mobility. Our model also correctly predicts higher infection...