Fold 1 - Understanding why coefficient 27640 was selected
Tag: PARTY DRESS
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 27640 | 4.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 661428 | 4.000581 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No | |
| -27640 | 7.000000 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "PARTY DRESS" tag (processing sequence 2362). 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 |
|---|---|---|---|---|---|---|---|
| 930 | Frontier Blouse | 661428 | none | 633788 | none | ||
| 439 | Sexy Sequin Party Dress | 27640 | none | 0 | none | ||
| 845 | Capri L/S Mini | 27640 | none | 0 | none | ||
| 12104 | "Teresa" Casual Summer Cocktail Dress by Band of Tailors | 27640 | none | 0 | none | ||
| 427 | Ruched Strapless Bodycon Dress | 27640 | none | 0 | none | ||
| 907 | Dua | 0 | CUTE DRESSES | -27640 | CAMI NYC | ||
| 13243 | Duchess Soft Satin Boubou | 0 | MAXI DRESS | -27640 | none | ||
| 23254 | Silky Slip Dress | -27640 | SLIP DRESS, MAXI DRESS | -55280 | SLOW FASHION, SPRING SUMMER | ||
| 875 | Delfina | -27640 | CUTE DRESSES, SLIP DRESS | -55280 | CAMI NYC, NEON PINK |