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Table 1 Fivefold cross-validation on bright-field training sets

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

Training set

Foreground accuracy

Background accuracy

Overall accuracy

Training (%)

Validation (%)

Training (%)

Validation (%)

Training (%)

Validation (%)

{1–122}\{1–24}

98.77

97.78

98.97

96.87

98.87

97.33

{1–122}\{25–48}

98.54

99.07

98.78

98.34

98.66

98.71

{1–122}\{49–72}

98.67

98.28

98.78

99.13

98.73

98.71

{1–122}\{73–96}

98.71

96.64

98.28

99.23

98.50

97.94

{1–122}\{97–122}

98.64

99.02

98.77

98.41

98.71

98.72

Average

98.67

98.08

98.83

98.44

98.75

98.26