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The discriminate ability of the three models was measured using discrimination metrics including sensitivity, specificity, Youden index, positive predictive value (PPV), negative predictive value (NPV), Brier score and AUC values (Table 3).
Furthermore, it also indicated the extracted global features have very strong discriminate ability for identifying interaction residues from random forest feature importance analysis.
For the discriminant function 1, the residence time factor (factor 2) with the largest coefficient 1.13 has the most substantial differentiating ability for discriminate scores and it is followed with the "salinity" factor (factor 2) which shows the second largest discriminate ability.
Area under the ROC curve (AUCs) gave an estimate of the overall discriminate ability.
We hypothesized that the DHI-N would demonstrate acceptable discriminate ability (AUC ≥ 0.7).
The area under the ROC curve indicated excellent discriminate ability according to recommended limits [ 27].
Similar(41)
The subscales of "Communication" and "About Our Family Resources" showed unqualified discriminate abilities, probably due to the relatively small sample size, and both are recommended for further testing.
An area under the ROC curve of 0.5 indicated the absence of a discriminating ability, and that of 1.0 indicated complete discrimination.
Support for discriminating ability was limited.
The UFOV3 test had the highest discriminating ability in separating poor-drivers from not-poor-drivers.
This provides information on the discriminating ability and reliability of individual assessors.
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