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Again, the proposed method generated the best results while the intensity-based optimization method performs worst.
For other two curves, the nonparametric method performs worst at the end of the epidemic after January 1 and there was about 20 cases higher than the final status curve.
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Here, the P-value-based meta-analysis method performed worst with 15.7% power, whereas the OR-based fixed effects approach performed best with 22.7% power.
A closer look on the obtained enrichment factors for each target reveals that all methods performed worst against the CP3A4 and CP2C9 targets (both cytochrome P450s).
The SVM and Bayesian decision method appear a little worse, while the k-NN method performs the worst, with the lowest TPR value of 89.04% and the highest FPR of 1.08%.
The GA optimization method performs the worst among all the methods we tried (Supplementary Section 8).
Thus, ROSETTA appears to work for good models only, on the fold level its performance is almost down to the pairwise alignment methods, 123D and GOTOH, which performs worst on all the levels on the hard targets of the test set.
For a τ value higher than 30%, BPCA performs worst than most of the imputation methods.
Gender is where the sector performs worst.
It was found out that TDNN performs best and RNN performs worst for this data set.
The model performs worst in June.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com