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Table 2 Fivefold cross-validation on 122 manual reconstructions of biocytin-labeled mouse neuron dataset

From: DeepNeuron: an open deep learning toolbox for neuron tracing

Training set

Consistency score

Training

Validation

Axon (%)

Dendrite (%)

Overall (%)

Axon (%)

Dendrite (%)

Overall (%)

{1–122}\{1–24}

97.02

99.35

98.45

95.90

99.74

98.30

{1–122}\{25–48}

96.69

99.68

98.45

97.51

98.07

97.94

{1–122}\{49–72}

97.14

99.31

98.52

95.66

99.79

97.95

{1–122}\{73–96}

96.67

99.34

98.41

96.48

99.58

98.02

{1–122}\{97–122}

96.82

99.39

98.36

98.07

99.61

99.15

Average

96.87

99.41

98.45

96.47

99.34

98.25