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The tree continues to divide until no further significant discrimination of variables can be found.
The method of logistic regression was used to further screen prognostic factors and recursive partitioning and classification tree for optimum discrimination of variables classification between good and poor recovery.
Discrimination of variables was calculated by the receiver operator characteristic (ROC) curve utilizing area under curve and asymptotic significance.
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Principal component analysis (PCA) was applied for qualitative VisNIR discrimination of variable soil types, organic carbon levels, petroleum types, and concentration levels.
Indeed, the area under the ROC curve (Fig 1a) for the logistic regression model that included all variables except clinical indications was only 0.68 indicating low discrimination of these variables in correctly identifying patients whom underwent amputation.
Areas under the receiver operating characteristic curves (AUC) were calculated to evaluate the discrimination of these variables for identifying patients with PFT abnormalities.
In both the TG and VG, the discrimination of each variable in predicting the risk of HCC at T0 was assessed by the area under the receiver operating characteristic curve (AUROC).
It is possible that the complexity of the neocortex is a requirement for the discrimination of faces under variable conditions.
As activation of the IGF axis also increases muscle mass [ 40], the lack of discrimination of the BMI variable for fat and muscle body compartments may account for its poor correlation with IGF2 ICR methylation.
Among those exposures, spectral discrimination and identification of variable clay mineralogy such as smectite, smectite/illite, and kaolinite, in decreasing order of swelling potential hazard, was possible.
With an emphasis on practical usability, we sought to develop a scoring system with a high level of discrimination that utilizes a small number of variables.
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