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 |