Fold 2 - Understanding why coefficient 1212548 was selected
Tag: WINTERWEAR
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 1212548 | 0.000290 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 7522872 | 0.000437 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 8094659 | 0.000437 | 1.1.13.14 | 14.13.1.1 (14*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "WINTERWEAR" tag (processing sequence 4075). 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 |
|---|---|---|---|---|---|---|---|
| 11 | "Only Santa Can Judge Me" Christmas Sweatshirt | 8094659 | none | 6882111 | SWEATSHIRT, COLOUR_BLACK, SIZE_L | ||
| 26339 | Connect Deeper | 7522872 | none | 6310324 | none | ||
| 26338 | Coffee Yoga Wine | 1212548 | none | 0 | HOODIES | ||
| 26346 | Good Mom's Say Bad Words | 1212548 | none | 0 | HOODIES | ||
| 26349 | Good Mom's Say Bad Words R | 1212548 | none | 0 | HOODIES |