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According to Figure S2, the classification quality of the discriminatory model remained high and stable in both datasets, even though Dataset L was much smaller than Dataset M. Combining these performance data obtained by both the inter-dataset (Table S3) and intra-dataset (Figure S2) training and testing, the feasibility and robustness of the proposed DS detection methods was confirmed again.
The LR model needed 18 23 events per variable to reach an optimism <0.01, whereas the optimism of the RF model remained high, except for the reference model RF, in which case optimism was <0.01 at 163 events per variable.> -wrap-foot> Bold numbers are for model performance when the underlying model was specified according to the modelling technique considered.
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Although addition of genetic risk factors did not significantly improve the clinical prediction model for post-meningitis hearing loss, AUC's of the pre-existing model remain high after addition of genetic factors.
The explained variance of the final models remained high for the 25% samples (R =.80 for mothers, R =.72 for daughters).
A remarkable finding was that the optimism of the RF models remained high for the three cohorts, even at a large number (over 200) of events per variable.
The precision of the three models remained higher where the DTM generated at a pulse density of 10 pulses m−2 was used throughout the culling process.
With a matched data set, which addressed the fact that fewer data points were available for NN analysis (5,210 instead of 10,444), the performance of our post-1999 model performance remained high (cross-validation R = 0.76) and was comparable with that across all observations.
As shown in Table 2, TRUS-based prostate gland volume increased the AUC of the base model, but not the full kallikrein model, and AUC remained higher for the full model than for base model (total PSA, age, and DRE) plus TRUS volume.
The daily death rate from lead intoxication was highest if blood lead levels, simulated using observed movements and the model of lead acquisition and depletion, remained high over a period exceeding one hundred days.
Nevertheless, after addition of birth weight in the logistic regression model, the correlation between CPD and maternal height remained high.
Unemployment remained high.
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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