Fold 3 - Understanding why coefficient 622118296 was selected
Tag: CAPSULE +
Selected Coefficient: 622118296
Taxonomy Path: 13.3.2.9.13
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 622118296 | 1.012048 | 13.3.2.9.13 | 13.9.2.3.13 (13*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 954326543 | 1.012048 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 4112829 | 1.024096 | 13.1.16.7 | 7.16.1.13 (7*83^3 + 16*83^2 + 83 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CAPSULE +" tag (processing sequence 6695). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 32188 | NIGHTFIX RESTORING NIGHT CREAM | 954326543 | none | 332208247 | none | ||
| 32189 | Absolutely Clear Mask | 622118296 | none | 0 | none | ||
| 32213 | Gala Box Acnot Flawless | 4112829 | none | -618005467 | SUBSCRIPTION | ||
| 32177 | EYE REVITALIZER EYE CREAM | 0 | EYE CARE | -622118296 | none |