“All models are wrong but some are useful" [1]. We address the problem of identifying which diagnosis models are more useful than others. Models are critical to diagnostics inference, yet little work exists to be able to compare models. We define the role of models in diagnostics inference, propose metrics for models, and apply these metrics to a tank benchmark system. Given the many approaches...

All models are wrong, but some are useful. 2 Acknowledgements The authors of this guide would like to thank David Warde-Farley, Guillaume Alain and Caglar Gulcehre for their valuable feedback. Special thanks to Ethan Schoonover, creator of the Solarized color scheme, 1 whose colors were used for the figures. Feedback Your feedback is welcomed! We did our best to be as precise, informative and u...

Max Weber claimed that while Protestantism provided the proper ethos necessary to spur capitalism, Eastern religions did not. Japan’s economic success has belied his hypothesis, and while there have been various theories explaining its rise, perhaps Weber’s own claims regarding the connection between embeddedness and capitalism best explain Japan’s rise. Simply put, Japanese capitalism was born...

The introduction of complex land surface parameterization schemes into regional climate models (RCMs) has been focused on improving the modeling of land surface feedbacks to the atmosphere. As such the modeling of streamflow was considered a by-product of the water balance and until recently it received relatively little attention. Comparison of four RCMs (RegCM2, MM5/BATS, MM5/SHEELS and MM5/O...

This paper is a continuation of the work initiated in [2] by M. Luby andC. Rackoff on Feistel schemes used as pseudorandom permutation generators.The aim of this paper is to study the qualitative improvements of “strong pseu-dorandomness” of the Luby-Rackoff construction when the number of roundsincrease. We prove that for 6 rounds (or more), the success probability of the<l...

Traceback schemes have been proposed to trace the sources of attacks that usually hide by spoofing their IP addresses. Among these methods, schemes using packet logging can achieve single-packet traceback. But packet logging demands high storage on routers and therefore makes IP traceback impractical. For lower storage requirement, packet logging and packet marking are fused to make hybrid sing...

This article advances a descriptive model of the relationship between music played percussively and fundamental locomotor movement patterns that originate in the vertebrate phylum, including human motor development. The model incorporates four categories of developmental movement patterns, borrowed from classificatory schemes well established in the fields of movement education, training, and a...

in this work, several machine learning techniques are presented for nanofiltration modeling. according to the results, specific errors are defined. the rejection due to nanofiltration increases with pressure but decreases with increasing the concentration of chloride ion. methods of machine learning represent the rejection of nanofiltration as a function of concentration, ph, pressure and also ...