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We discuss the status of the project and provide performance estimates for large machines obtained from cycle accurate simulation of the QCDOC ASIC.
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The simulation provides performance estimates of the system under study together with statistical information such as utilization of architecture model components.
LocTree2 correctly classified all plasma membrane proteins from archaea (Supplementary Table S7), but the data set was too small to provide meaningful performance estimates.
Next, we present some comparisons of the analytical and simulation results to show that our analytical framework provides delivery performance estimates that match closely the observed simulation results.
The final model was then used to predict the final 25% holdout test set, providing the performance estimates we report.
Our new model is also able to provide more accurate performance estimates than the model presented in [15] for a given strategy in almost all the cases.
Nested CV has been proposed as a solution to provide more realistic performance estimates in the context of drug target prediction or other feature selection applications [ 8, 23].
We quantified the contribution of each of the factors to cancer classification and provided unbiased classification performance estimates using established unbiased data analysis protocols.
Xuereb has denied providing performance-enhancing drugs.
We also provide confidence intervals for our performance estimates.
The LOOCV procedure provides an unbiased performance estimate and is the optimal method in small datasets [ 23, 24].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com