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It can be concluded that compared to one-hot encoding, optimized parameter embedding can decrease the pinball loss and in other words, can better captures features of input variables in probabilistic forecasting.
Combining the results of Figs. 7 and 8, it can be concluded that compared to the other methods, the proposed method both improves the fairness and the system throughput.
From Figs. 9, 10, and 11, it can be concluded that compared to the other methods, the proposed method both improves the fairness and the average user throughput, at the same time reduces the average BLR.
From the convergence performance of the f 1 ~f 3 functions, it can be concluded that compared to the AIA, the MAIA avoids the difficulty of the AIA being trapped in the local optimum, and the global search capability is stronger, which proves the feasibility of improving the AIA.
From the performance tests of f 4 ~f 7 functions, it can be concluded that compared with AIA, MAIA has fewer evolution iterations, better overcomes the disadvantages of AIA (such as easy to fall into local optimum and premature), and has higher convergence accuracy and speeds up convergence (Fig. 3).
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It is concluded that compared with observations, this new strategy provides closer answers.
It is concluded that, compared to MST, the SST had a higher agreement with TT.
From this overview it is concluded that, compared to the number of studies about drug self-administration, the use of transgenic mice in addiction-related models has been rather scarce and should be further encouraged.
From the simulation results, it is concluded that, compared with the reference case that uses the true properties of the chosen material S355JR, the first case of simplification is more suitable for the prediction of plate deflections, while the second case is more favorable for the assessment of thermal fields, heat-affected zones, residual stress fields and stress intensity factors.
It can be concluded that the compared tools had a similar effectiveness.
Based on the evidence presented, it can be concluded that when comparing three active treatments, PRP injection was the best treatment for reducing pain VAS after 2 months whereas AB injection was the best treatment for improving disabilities scores (DASH, PRTEE) and increasing pressure threshold (PPT) both within and after 2 months.
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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