A parallel classification strategy to simultaneous control elbow, wrist, and hand movements

Table 2 F1Score values for the “Elbow classifier” obtained with LR and LDA algorithms

F: elbow flexion, FO: elbow flexion with hand open. FC: elbow flexion with hand close, FS: elbow flexion with wrist supination, FP: elbow flexion with wrist pronation, FOS: elbow flexion with hand open and wrist supination, FOP: elbow flexion with hand open and wrist pronation, FCS: elbow flexion with hand close and wrist supination, FCP: elbow flexion with hand close and wrist pronation, E: elbow extension, EO: elbow extension with hand open, EC: elbow extension with hand close, ES: elbow extension with wrist supination, EP: elbow extension with wrist pronation, EOS: elbow extension with hand open and wrist supination, EOP: elbow extension with hand open and wrist pronation, ECS: elbow extension with hand close and wrist supination, ECP: elbow extension with hand close and wrist pronation; C: hand close, CS: hand close with wrist supination, CP: hand close with wrist pronation, O: hand open, OS: hand open with wrist supination, OP: hand open with wrist pronation, S: wrist supination, P: wrist pronation, NM: no motion class

ISSN: 1743-0003