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In synthetic data, our deconvolution-based test for the number of fiber compartments produces better results than standard statistical tests
| Truth | BIC | Prediction F-Test | Our Test | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2 | 3 | 0 | 1 | 2 | 3 | 0 | 1 | 2 | 3 | |
|
| ||||||||||||
| No Fiber | 98% | 2% | 0% | 0% | 98% | 2% | 0% | 0% | 100% | 0% | 0% | 0% |
| 1 Fiber | 0% | 29% | 43% | 28% | 0% | 82% | 6% | 12% | 0% | 94% | 5% | 1% |
| 2 Fibers | 0% | 5% | 74% | 21% | 0% | 15% | 53% | 32% | 0% | 5% | 83% | 12% |
| 3 Fibers | 0% | 5% | 23% | 73% | 2% | 31% | 13% | 54% | 0% | 0% | 16% | 84% |
