Table 7 Classification performance of each feature in the neuron feature descriptor.
Feature Name | 10-CV Accuracy | Test Accuracy |
|---|---|---|
somaCount | 43.06% | 37.50% |
somaArea | 38.19% | 34.72% |
neuriteLength | 86.80% | 81.94% |
neuriteArea | 84.72% | 81.94% |
attachmentPoint# | 40.97% | 30.56% |
endingPoint# | 63.89% | 52.78% |
branchPoint# | 77.09% | 72.22% |
Avg_somaArea | 58.33% | 47.22% |
Avg_neuriteLength | 77.08% | 76.39% |
Avg_neutiteArea | 79.86% | 73.61% |
Avg_attachmentPoint# | 44.44% | 37.50% |
Avg_endingPoint# | 42.36% | 40.28% |
Avg_branchPoint# | 68.75% | 56.94% |