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(PDF 313 KB) 13321_2013_607_MOESM2_ESM.pdf Additional file 2: Figure S2: The dependence of negative training set size on machine learning-based virtual screening performance, calculated for 5-HT1A over the full range of 100 4000 negative examples.
The figure presents ROC curves for 5-HT1A target illustrating the improvement of the machine learning models performance, calculated for several negative training example quantities (i.e. 100, 1000, 2000, 3000 and 4000) (A) and the dependence of AUC on the number of inactive training examples (B).
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To identify the best structure of the RBFNN, 0 25 neurons are examined in the hidden layer and the performances calculated for each structure are determined and compared in the results section.
This most likely explains why for these two algorithms, the performance averaged over all channels is low for very low SNR while the performance calculated at T3 is high for all SNR considered.
For acquired companies, performance calculated using the buyout price.
To assess the impact of postinterventional ischemic lesions on cognitive outcome, difference values of pre- and postinterventional performance were calculated for all subjects and neuropsychological tests (scorepreprocedural – scorepostprocedural). Improved performance in any test is revealed by a lower score.
The performance scores calculated for each metric with the Eq. 3 are merged together into a radar performance figure.
C-indices, a statistical measure of prognostic performance, were calculated for all common clinico-pathological parameters and the EP test to assess the prognostic performance and individual contribution to the prediction of late distant metastasis.
The energy ratio (ER) parameter which has been closely tied to field pavement cracking performance was calculated for each mixture, and the results showed that these alternative PMA binder exhibited equivalent or better cracking performance than the PG 76-22 SBS PMA binder.
At each of the Nu receivers, the bit error rate (BER) performance is calculated for each code (phase) at each sub-carrier.
Figures 2 aand 3a indicate that the mean performance criterion calculated for the four methods over all electrodes is of the same order of magnitude for data obtained with a single patch or with two patches.
Write better and faster with AI suggestions while staying true to your unique style.
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