{Axiomatic Interpretability for Multiclass Additive Models}, author={Zhang, Xuezhou and Tan, Sarah and Koch, Paul and Lou, Yin and Chajewska, Urszula and Caruana, Rich}, booktitle={Proceedings of the 25th ACM SI
Explain data mining, researcher bias, or preconception and how these impact conclusions reached. Why would a more educated employee population be associated with a greater level of data-driven decision-making? Explain why subordinates might filter an...
About 80% of companies in this sector are SMEs. These companies operate in a highly regulated sector, which affects the organization of the external network required for the new product development (NPD) process. SMEs are practicing extensively open innovation activities, but in practice face a ...
Explain data mining, researcher bias, or preconception and how these impact conclusions reached. Explain 'Observation' in an essay? We all recognize that there are certain barriers to our own thinking and our own communication, but what really causes them? Name three possible colloqui...
In other cases, when we do not generally possess a priori knowledge about p(x), the underlying data distribution, solving the kernel eigenvalue problem in Eq. (3) appears intractable. However, when we are provided with a large number of samples from the dataset, we may approximate the kern...
Voila, you can now shop for mangoes with great confidence, without worrying about the details of how to choose the best mangoes. And what's more, you can make your algorithm improve over time (reinforcement learning), so that it will improve its accuracy as it reads more training data, an...
ones at the output layer,\(f\left(.\right)\,\)is a nonlinear function that expresses how the\(p\)previous samples cause the present values (Eq.(1)). This produces a nonlinear MVAR model which information about linear and nonlinear interactions is embedded in the network’s parameters55,...
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However, this study does not report data about that sample (n=42) because equal distribution between groups would not be ensured (more children with an immigrant background and therefore low vocabulary in the volunteer group). 3 For ethical reasons, the program was also offered to the control...
Piloting had shown that no one respondent could be expected to value more than about 12 EQ-5D states using the TTO method. Since this number was deemed to be too small to interpolate valuations for all 243 EQ-5D, a larger set of 42 states was chosen and each respondent was asked to va...