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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