Considering SVM classifiers, DET was the index most included in optimal 3 inputs classifiers, whereas MNF allowed to get maximum average performances with 4 and 5 inputs (followed by RR, DET, and STD y ).
Evaluation is performed on 100 distinct FS runs, and the table reports on minimum, maximum and average performance across these runs.
Additionally, there are some other tests without criteria or ceilings which directly assess the safe maximum or average performance capacity (i.e. pushing or pulling static, shuttle walk).
Figure 8 Experimental results obtained by different algorithms, (Parra, SOS or SOS + Parra), on divers configurations and using a normalized performance index (here the three curves represent maximum, minimum and average performance levels).
This final variation has often been characterized as a generalist-specialist trade-off because it captures a trade-off between the maximum performance and the average performance.
After the measurement of fundamental characteristics, we have proposed a new device with improved output performance which generated maximum average power of 963.9 μW at 3 g acceleration at 18 Hz.
While AUC provides a quantitative measurement on the average performance for a method, maximum F-score [17] evaluates each method at its point of optimum performance.
Furthermore, in case of acetylserine and Pyrrolidone, the average performance could be improved marginally, but the maximum AUC score remains same as the corresponding AMS 3.0 scores.
This is calculated by subtracting the Start Index (average performance across the second and third training sessions) from the Maximum Index (average performance on the two best training days) on two of the training tasks.
Cost analysis was based on processing a maximum of 50 ZN slides and 50 CXRs per day, which was an average performance of the clinic.
