From:  An automatic ergonomic evaluation based on human movement recognition from motion capture data with random forest classifiers

 Test set leave-one-subject-out cross-validation results.

Removed participantAccuracyMovementPrecisionRecallF1-scoreSupport
Male 196.50%Bending10.940.9762
Standing0.9110.9572
Walking10.960.9868
Female 191.24%Bending0.990.880.93146
Standing0.80.990.8971
WalkingNANANANA
Female 294.44%Bending10.890.94143
Standing0.8310.971
Walking0.9910.9974
Male 298.09%Bending0.990.990.99153
Standing0.990.930.9671
Walking0.970.990.98143
Male 391.70%BendingNANANANA
Standing10.760.86294
Walking0.9910.99586
Female 399.61%BendingNANANANA
Standing10.990.99294
Walking111726
Female 498.69%BendingNANANANA
Standing10.960.98326
Walking111742
Male 495.15%Bending10.930.96164
Standing0.8310.9172
Walking10.960.9873
Female 599.08%Bending0.9910.99136
Standing0.9910.9969
Walking10.970.99120

NA: not applicable.