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Table 5 Accuracy of different types of nuclear classification and MCA of five classifiers (best classifier’s performances are written as bold text)

From: Segmentation and classification of two-channel C. elegans nucleus-labeled fluorescence images

Method Hypodermal Muscle Neuron Intestine MCA
SVM 93.77% 98.48% 100.00% 90.48% 95.68%
DT 87.27% 94.62% 85.14% 66.87% 83.48%
RF 96.33% 98.44% 100.00% 100.00% 98.69%
k-NN 96.33% 98.15% 100.00% 96.29% 97.69%
NN 94.74% 100.00% 100.00% 90.00% 96.19%