Table 6 Regression analysis of the effect of Nocodazole concentration on the neuron feature descriptor.
Feature Name | ANOVA R 2 (%) | Linear Regression R 2 (%) | Quadratic Regression R 2 (%) | Variance explained (%) | Regression Equation |
|---|---|---|---|---|---|
somaCount | 65.9 | 18.6 | 62.7 | 95.1 | - 35.3x2 + 80.4x + 219.3 |
somaArea | 62.3 | 7.3 | 45.3 | 72.7 | 13400x2 + 45000x + 5200 |
neurite Length | 94.4 | 91.5 | 91.7 | 96.9 | - 26100x + 81800 |
neuriteArea | 95.3 | 91.2 | 91.6 | 95.6 | - 63500x + 213000 |
attachment Point# | 69.5 | 26.6 | 66.7 | 95.9 | - 212x2 + 449x + 1230 |
endingPoint# | 82.5 | 82.3 | 82.3 | 99.7 | - 976x + 4420 |
branchPoint# | 91.0 | 88.1 | 89.7 | 96.8 | 203x2 + 2080x + 5030 |
Avg_soma Area | 76.8 | 70.4 | 70.4 | 91.6 | 69.4x + 238 |
Avg_neurite Length | 88.0 | 82.8 | 86.1 | 97.8 | 22.4x2 - 177x + 381 |
Avg_neurite Area | 91.3 | 87.3 | 88.3 | 95.6 | 29.7x2 - 352x + 946 |
Avg_attachment Point# | 58.4 | 42.3 | 56.9 | 97.4 | - 0.167x2 + 0.207x + 5.60 |
Avg_ending Point# | 68.6 | 54.2 | 68.0 | 99.1 | 1.77x2 - 8.62x + 20.5 |
Avg_branch Point# | 85.1 | 75.7 | 84.0 | 98.7 | 2.10x2 - 12.4x + 23.1 |