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. 2015 Oct 30;9(6):1200–1207. doi: 10.1177/1932296815609369

Table 4.

Performance Analysis of the Exercise Classifier.

Subject 1 Subject 2 Subject 3 Subject 4 Subject 5 Subject 6 Subject 7 Subject 8
Duration of activity (seconds) Experiment 4800 2400 7199 4800 2400 2453 2160 2112
Continuous light to moderate intensity aerobic session 2100 960 4319 3360 960 1376 815 1092
Circuit vigorous to maximum intensity anaerobic session 2700 1440 2880 1440 1440 1077 1345 1020
Raw training data 3600 1800 5399 3600 1800 1840 1620 1584
Testing data 1200 600 1800 1200 600 613 540 528
Optimized training data 294 138 305 105 99 176 76 85
Correct classification 1174 591 1784 1191 593 606 535 523
Wrong classification 26 9 16 9 7 7 5 5
Sensitivity (%) 97.8 98.5 99.1 99.3 98.8 98.9 99.1 99.1