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. 2025 Aug 25;9:187. doi: 10.1038/s41538-025-00551-3

Table 1.

Classification performance of models using GLCM texture features

Models Traning set Test set
Accuracy(%) Precision(%) Recall(%) Accuracy(%) Precision(%) Recall(%)
SVM 76.71 74.04 74.69 76.24 74.83 75.14
MLP 74.97 81.73 80.67 74.59 74.95 74.59
AlexNet 81.36 84.32 83.87 78.45 80.04 78.45
EfficientNet 86.51 96.31 96.24 79.01 79.04 79.01
Vgg16 80.11 85.05 84.42 77.35 77.16 77.35
ResNet34 88.87 94.72 94.71 81.22 80.90 81.22