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Table 5 Comparison of the accuracy of the leave-k-trees-out approach, where the test set is composed of images of trees that are not in the training set

From: Improved wood species identification based on multi-view imagery of the three anatomical planes

 

Accuracy (± std)

TS + TLS + RLS

MVRF

500 × 500

0.27 (± 0.01)

0.23 (± 0.01)

500 × 500−OGRN

0.22 (± 0.01)

0.22 (± 0.01)

500 × 1000

0.28 (± 0.01)

0.25 (± 0.01)

1000 × 1000

0.30 (± 0.01)

0.28 (± 0.01)

  1. The experiments were performed using the concatenation of the features of the three sections (TS + TLS + RLS) and the MVRF model