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Exact(41)
This has a reflect on the accuracy and maxF1 metrics, as the accuracy metric only cares for the number of samples that were correct classified, while the maxF1 cares for the number of samples classified for each class.
The geometric accuracy metric, S G A, is defined as the balance of the two metrics: S G A = S N · S R. The comparison result shown in Figure 4 shows that the proposed method outperforms the other three methods in terms of all three metrics with d = 0.6.
This accuracy metric is later denoted by ACC.
Our choice of accuracy metric for error intervals (p_{err}) is described in Section 5.1.
The accuracy metric is again the MSE value defined by Equation (30).
The analytical expression of the fixed-point accuracy metric is first determined.
Similar(19)
This implementation is used for evaluating the accuracy of metric functions in Section 4. The mapping to the MAPE-K model is interesting to identify some architectural aspects.
Calibration concerns (a) the deviation of a person's judgment from fact, introducing notions of bias and accuracy; and metric issues regarding (b) the validity of cues' contributions to judgments and (c) the grain size of cues.
When using the 'overall accuracy' validation metric, we found an optimal value for the prior information level, indicating that the standard deviation of the legacy data regression parameters should be multiplied by 10.
Although our experiments represent a realistic vision system, we might imagine a case study with hundred of components and parameters in order to provide a deeper statistical analysis of the accuracy of metric functions on feature models, and how it is affected when the model scale in terms of number of features and configurations.
Additionally, decision makers must trust the accuracy of metric values and understand distinctions between the many PD equations now available.
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