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The results obtained with the fifteen predictors over the entire test set are summarized in Table 2 and 3 and detailed below.
Prognostic stratification is improved with the combination of five predictors over the platinum-chemotherapy-free interval alone.
In order to assess the effect of predictors over the main endpoints, bivariate non-conditional logistic regression was used.
Overall, we find that there has been significant progress in the predictive abilities of the predictors over the last decade across diverse interaction types and datasets.
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Likewise, Spearman rank correlation analyses were used to determine the relationships between the changes on HRQoL scales over 6 months and the changes in the above predictors over this time period.
Level 1 in Tables 4 and 5 represents the within-student (intra-individual) level, and refers to the effect of change in a predictor over the three measurements on those parts of student accounting test scores at the three different measurement occasions which deviate from the overall-time student score and the overall class score a student belongs to.
A single physiological assessment at admission cannot be expected to perform well as a mortality predictor over the course of an entire hospital admission.
I tracked my menstrual cycle for a few months using an over-the-counter ovulation predictor kit and decided on June 2010 for my first attempt.
The Random Forest predictor is computed by averaging the tree predictors over trees for which the given observation was OOB.
The ratio of predictors over outcome events in the full model is 1/11.2.
Firstly, to avoid over-fitting we reduced the number of potential predictors to 10 based on subject matter knowledge 29 30 and the stability of the predictors over centres.
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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