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For testing in 'View 2', the training set is used to train the WPCA axes and find the best threshold for determining if a comparison corresponds to the same person or not.
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ROC curve is a graphic presentation of the relationship between both sensitivity and specificity, and it helps to decide the optimal model through determining the best threshold for a diagnostic/predictive test [ 22].
The receiver operating characteristic (ROC) curve was used to determine the best threshold for continuous variables to predict death.
‡Corresponds to the best threshold for a definition of cutaneous hyperthermia determined by using receiver operating characteristic curve.
The ROC curve was used to determine the best threshold for the definition of hyperthermia for cutaneous temperature to predict a tympanic temperature >38°C.
The ROC curve was used to determine the best threshold for cTnI to predict the occurrence of severe cardiac event and/or death.
According to this metric, we determined the best threshold for ERα36 to subdivide the samples into two populations, in order to obtain the most different networks probably defining the most different tumor phenotypes related to ERα36 expression (Fig. 2a).
We thus verified that our method was able to determine with the highest degree of accuracy the best threshold for selecting genes that are truly differentially expressed.
They said that district attorneys, for example, might have a higher threshold for determining who is nonviolent.
To determine an appropriate threshold for determining "analog" vs. "non-analog" communities, we employed an objective approach that involved identifying the value of the dissimilarity metric (d) that best separated current avian assemblages from each other [64].
What is the threshold for determining the result?
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com