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The models were evaluated by testing on this external test set.
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For the evaluation, the 1-NN classifier is trained on features from the θ=0° orientation followed by testing on the remaining eight orientations, one by one.
The set of 121 models is trained on 80% of the data and the ROC scores are calculated by testing on the remaining 20% of the data.
Susceptibility testing was performed by testing on the Vitek 2 or by disk diffusion.
It shows better performance than several available module identification tools by testing on the reference responsive gene sets.
The AUC estimated by testing on the training set r, known as the resubstitution estimator, is denoted as  rr.
The outdoor measurements were carried out using a coast-by test on the new ISO 10844 surface.
The approach proposed was validated by tests on the wallettes.
In this section, we investigate how well our models generalize by testing on different datasets.
By testing on large-scale realistic experimental rigs, Professor El-Gabry can see how the coolants interact with the mainstream flow.
The static characteristics were calculated and validated by testing on manufactured bearings.
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