Providing a Context for Interpreting Predictions of Job Performance

Police Interpreting: A View from the Australian Context

In the global village of today, more people have been moving and migrating than ever before creating a need for better communication. Thus community interpreting rose as a specialization serving the needs of members of the community who are unable to communicate with the system. Within this broad field of interpreting the specialist area of legal interpreting assumed a high position. However, l...

assessment of the park- ang damage index for performance levels of rc moment resisting frames

چکیده هدف اصلی از طراحی لرزه ای تامین ایمنی جانی در هنگام وقوع زلزله و تعمیر پذیر بودن سازه خسارت دیده، پس از وقوع زلزله است. تجربه زلزله های اخیر نشان داده است که ساختمان های طراحی شده با آیین نامه های مبتنی بر نیرو از نظر محدود نمودن خسارت وارده بر سازه دقت لازم را ندارند. این امر سبب پیدایش نسل جدید آیین نامه های مبتنی بر عملکرد شده است. در این آیین نامه ها بر اساس تغییرشکل های غیرارتجاعی ...

A Unified Approach to Interpreting Model Predictions

Understanding why a model makes a certain prediction can be as crucial as the prediction’s accuracy in many applications. However, the highest accuracy for large modern datasets is often achieved by complex models that even experts struggle to interpret, such as ensemble or deep learning models, creating a tension between accuracy and interpretability. In response, various methods have recently...

A comparative analysis of two neural network predictions for performance and emissions in a biodiesel fuelled diesel Engine

INTERPRETING POINT PREDICTIONS: Some Logical Issues

Forecasters regularly make point predictions of future events. Recipients of the predictions may use them to inform their own assessments and decisions. This paper integrates and extends my past analyses of several simple but inadequately appreciated logical issues that affect interpretation of point predictions. I explain the algebraic basis for a pervasive empirical finding that the cross-sec...