Fold 4 - Understanding why coefficient -633788 was selected
Tag: XIRENA CLOTHING
Selected Coefficient: -633788
Taxonomy Path: -0.0.9.1
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -633788 | 1.000145 | -0.0.9.1 | -1.9.0.0 (-(571787 + 9*83^2)) | Yes | |
| 2872713 | 1.000145 | 0.0.2.5 | 5.2.0.0 (5*83^3 + 2*83^2) | No | |
| -3382583 | 2.000000 | -1.1.76.5 | -5.76.1.1 (-(5*83^3 + 76*83^2 + 83 + 1)) | No |
These are the training products that have the "XIRENA CLOTHING" tag (processing sequence 6317). 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 |
|---|---|---|---|---|---|---|---|
| 912 | Eliott Pant | 2872713 | POCKETS | 3506501 | none | ||
| 847 | Cecily Dress | -633788 | FUN SUMMER COLORS | 0 | none | ||
| 831 | Beau Shirt: Stripe | -3382583 | SHIRT | -2748795 | none |