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Table 3 The classification results of the testing set

From: Micro-crack detection of multicrystalline solar cells featuring an improved anisotropic diffusion filter and image segmentation technique

Classifier

Descriptor

Sensitivity

Specificity

Accuracy

G-Mean

LDA

ART

0.9306

0.7594

0.8417

0.8406

QDA

ART

0.9711

0.7166

0.8389

0.8342

k-NN

ART

0.8266

0.8824

0.8556

0.8540

SVM

ART

0.9769

0.8021

0.8861

0.8852

FD

0.9711

0.4332

0.6917

0.6486

GFD

0.9595

0.4973

0.7194

0.6908

 

RCF

0.9653

0.5936

0.7722

0.7570