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. 2021 Aug 26;2021:6591035. doi: 10.1155/2021/6591035

Table 3.

Gesture recognition accuracy achieved by HVPN, VS-L1VP, VS-L2VP, and VS-ONLY on five databases.

Database Evaluation methodology HVPN VS-L1VP VS-L2VP VS-ONLY

NinaProDB1 Intrasubject 86.8% 86.5% 86.2% 85.8%
NinaProDB2 Intrasubject 84.4% 84.1% 83.9% 83.4%
NinaProDB3 Intrasubject 68.2% 67.7% 67.5% 67.2%
NinaProDB4 Intrasubject 70.8% 69.9% 69.7% 68.5%
NinaProDB5 Intrasubject 88.6% 87.9% 88.3% 87.2%

NinaProDB1 LOSOCV 83.1% 82.6% 82.5% 81.9%
NinaProDB2 LOSOCV 79.0% 78.7% 78.7% 78.1%
NinaProDB3 LOSOCV 65.6% 65.5% 65.0% 64.7%
NinaProDB4 LOSOCV 67.0% 66.3% 65.7% 65.2%
NinaProDB5 LOSOCV 87.1% 86.2% 86.5% 84.7%

Results in bold entries indicate best performance.