Fold 1 - Understanding why coefficient 2383678 was selected
Tag: VD
Selected Coefficient: 2383678
Taxonomy Path: 1.1.14.4
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? |
|---|---|---|---|---|---|
| 2383678 | 1.012193 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | Yes | |
| 855462326 | 1.012193 | 1.1.10.2.18 | 18.2.10.1.1 (18*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 41833 | 1.024096 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "VD" tag (processing sequence 6762). 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 |
|---|---|---|---|---|---|---|---|
| 26768 | Black check knitted jacket | 855462326 | none | 853078648 | BLACK FRIDAY DAY | ||
| 26780 | Vegan leather shorts | 2383678 | none | 0 | BOTTOMS | ||
| 26666 | Flower Petals Earrings | 41833 | none | -2341845 | none | ||
| 20716 | SATIN DRAPED ONE LEG OPEN DRESS | 0 | MIDI DRESS | -2383678 | none |