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Main outcome measures: Accuracy indices of RMI-3 and RMI-4.
Most of the accuracy indices in all the cases decrease due to the sequences of disturbances in Fig. 6.
The results show that the EMGP model has the best goodness-of-fit and prediction accuracy indices.
The LMT showed no order effects and was superior to the 15-item test in accuracy indices.
More studies need to be done to obtain further insight into the relationship between accuracy indices and potential instability for future work.
For other cases, events with accuracy indices less than 0.44 are not necessarily instable, however, severe enough to alert for potential instability.
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The Accuracy index indicates the proportion of correct prediction of the classifier, namely the overall judgment ability of the algorithm.
For a wide range of initial cDNA concentrations and differential expression ratios, the accuracy index α is within 5% from unity, indicating that the assay performance is robust to the initial concentration of single strands.
As shown in Fig. 5, the system tends to be less and less stable as more line disconnection disturbances added into the system, which is accompanied by the accuracy index of the system dynamic response decreasing, which indicates that the model accuracy index can be used to indicate the system stability to some extent.
(7) Using the developed model to estimate the system response, if the accuracy index is equal or smaller than the threshold, a warning signal indicating potential instability following the next disturbance will be generated. .
(4) Accuracy index values are obtained after disturbances.
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