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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%