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Comparing them with random forests, one can see that the ensemble method does not result in a big improvement in discrimination of cancellous bone and muscle tissue, but improves the discrimination of the six other tissue types.
The improvement in discrimination performance for grasping movements we report here is always expressed relative to discrimination performance for pointing movements.
Because AUC values may not be sensitive enough to express the improvement of discrimination performance, we also used two other methods: net reclassification improvement (NRI) and integrated discrimination improvement (IDI) as described by Pencina et al. (13).
Additionally, the incremental predictive value resulting from adding HbA1c variable to GRACE risk score was analyzed in the validation set using several measures of improvement in discrimination: increase in the area under the receiver-operating characteristic (ROC) curve (AUC), as well as integrated discrimination improvement (IDI), and continuous net reclassification improvement (NRI).
Furthermore, it has been shown that for a variable to make significant improvements in discrimination (i.e., improvement in AUC from 0.8 to 0.9) its multi variable odds ratio must be 6.9 or greater.
On the one hand, we hope our study will contribute to the improvement in discrimination and generalization by management.
Similarly, the hypothesis that this improvement in discrimination can be applied to a more complex task such as melody contour identification appears to be also justified.
The decrease in ISI suggests an improvement in discrimination and a stronger emphasis on the selection (detection) task.
Further improvement in discrimination was observed with HDL cholesterol and triglycerides.
Both indices demonstrated an improvement in discrimination as the time window of interest was lengthened.
The green lines are slightly more separated than the red ones, showing a little improvement in discrimination.
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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