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. 2018 Dec 24;19(1):59. doi: 10.3390/s19010059

Table 3.

Support Vector Machine (SVM) classification accuracies for both kernel types, the ESF and VFH descriptors and two camera set ups in an angle of 30° respectively 90°.

Descriptor ESF 30° ESF 90° VFH 30° VFH 90°
Classif. rate scalar kernel 98.7% 98.8% 96.9% 94.2%
Classif. rate gauss kernel 99.8% 99.6% 98.8% 93.1%