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In the reconstructed low-dimensional space, the MD between the new measurement data and the normal population, constructed using normal data, can be calculated for performance assessment.
In the new low-dimensional space, the Mahalanobis distance (MD) between the new measurement data and normal population can be calculated for performance assessment.
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In the new low-dimensional space, MD, which can be transformed into normalized CV, is calculated for performance assessment, and abnormal states can be detected with the presupposed threshold.
BCLC could not be calculated for the validation dataset since the performance status was not available for these patients.
Hence, the GHG performances can be calculated for a large panel of case studies, accounting many possible combinations of values of the nine parameters.
A similar performance measure can be calculated for a case without mobility but with imperfect synchronization.
Since any performance metric must be calculated for (mathop sum nolimits _{k=1}^m ( {{begin{array}{c} n k end{array} }})) sets, which cannot be completed in polynomial time, the algorithms that identify the most critical nodes require nonpolynomial time.
Four different evaluation measures have been calculated for assessing performance of stated strategies: accuracy, specificity, sensitivity and Matthew's correlation coefficient (MCC) (see the Performance evaluation subsection in the Methods section).
The NDCG value for the two targets PDE5 and CTSK were calculated for quantitatively performance evaluation.
Mean percent improvement was calculated for all performance parameters from beginning to end of training.
The 5 times averaged NDCG value for each target among the 24 ones were calculated for quantitatively performance evaluation.
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