Sentence examples for balanced error from inspiring English sources
Balanced error rate was used as the performance metric due to the uneven class distribution of the dataset.
The models with the highest AUC, lowest balanced error rate and an as high as possible sum of sensitivity and specificity are shown in Table 2.
Five criteria can be used for error tuning of t with 0 representing a no tuning threshold: 1) sum of error = (FP + FN); 2) balanced error rate BER = (sensitivity + specificity)/2; 3) T11U = 2*TP - FP [ 26]; 4) F1 measure [ 27]; 5) T13U = 20*TP - FP [ 28], where TP is true positive value, FP is false positive value and FN is false negative value.
Our design attempts to balance error reduction with low costs to undercut competing commercial products by 90%, allowing more ubiquitous deployment.
2. It has a method, weighted random forest (WRF), for balancing error in imbalanced data.
In a second step an algorithm for balancing errors was applied to produce a set of posterior maps that satisfied the water balance.
The repeatability of the method, as well as its robustness to noise, model uncertainty and balancing errors, are satisfactorily demonstrated and the limitations of the process discussed.
Having a dynamic recognition criterion provides the primary means by which an individual can balance errors due to misidentifying a new item as old (false alarms) or failing to recognize an old item (misses).
System size should also be maximized, to increase geographical diversity, allow access to the maximum possible number of generators for balancing, and facilitating the sharing of balancing errors between regions.
Therefore, results for May 2012 NO3 − and HCO3 − concentrations are not used in the data analysis nor can charge-balance errors or saturation indices be determined for May 2012 samples.
Therefore, results for May 2012 ({text{NO}}_{3}^) and ({text{HCO}}_{3}^) concentrations are not used in the data analysis nor can charge-balance errors or saturation indices be determined for May 2012 samples.
