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Table 4 LMT-GPR performance by gait phase

From: Design, development, and evaluation of a local sensor-based gait phase recognition system using a logistic model decision tree for orthosis-control

Data Set

Gait Phase

Sensitivity

Specificity

Precision

F-score

MCC

Training

Loading Response

0.98

0.99

0.98

0.98

0.97

Push-Off

0.98

0.99

0.98

0.98

0.97

Swing

0.98

0.99

0.97

0.97

0.97

Terminal Swing

0.99

0.99

0.99

0.99

0.99

Validation

Loading Response

0.91

0.95

0.87

0.89

0.85

Push-Off

0.82

0.97

0.93

0.87

0.81

Swing

0.96

0.99

0.92

0.94

0.93

Terminal Swing

0.99

0.96

0.91

0.95

0.93