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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