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. 2020 Mar 19;11:207. doi: 10.3389/fgene.2020.00207

TABLE 1.

Performance results of the step detection methods for different allowed distances (in seconds) from the annotated steps.

Method Metric 0.1 s 0.2 s 0.3 s 0.4 s 0.5 s 1.0 s
CPD Precision 0.00 0.01 0.07 0.15 0.49 0.97
Recall 0.00 0.01 0.07 0.14 0.47 0.91
F-score NA1 0.01 0.07 0.14 0.48 0.94
LEA Precision 0.25 0.61 0.74 0.85 0.90 0.95
Recall 0.23 0.56 0.69 0.78 0.82 0.88
F-score 0.24 0.58 0.71 0.81 0.86 0.92
GBM Precision 0.65 0.81 0.87 0.92 0.93 0.97
Recall 0.67 0.84 0.89 0.95 0.96 1.00
F-score 0.66 0.82 0.88 0.93 0.95 0.99

1NA = not applicable (due to division by zero).