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Table 4 Accuracy for different stages of damaged Populus gansuensis. The best models are marked in bold

From: Combining WV-2 images and tree physiological factors to detect damage stages of Populus gansuensis by Asian longhorned beetle (Anoplophora glabripennis) at the tree level

Classification approach

Damage stage

UA

OA

K

RF

green

0.897

  

yellow

0.911

0.862

0.804

grey

0.750

  

SVM

green

0.837

  

yellow

0.846

0.824

0.756

grey

0.784

  

CART

green

0.818

  

yellow

0.75

0.775

0.692

grey

0.774

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