Fold 1 - Understanding why coefficient -1043332 was selected
Tag: STRIPED
Selected Coefficient: -1043332
Taxonomy Path: -58.68.64.2
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? |
|---|---|---|---|---|---|
| -1043332 | 2.000000 | -58.68.64.2 | -2.64.68.58 (-(2*71^3 + 64*71^2 + 68*71 + 58)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "STRIPED" tag (processing sequence 2185). 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 |
|---|---|---|---|---|---|---|---|
| 847 | Cecily Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 1063568 | none | |
| 974 | Isla Striped Cardigan | 0 | CARDIGANS | 1043332 | none | ||
| 8374 | Customised Hamptons Coastal Style Doormat | -1043332 | BEACH | 0 | WELCOME |