Fold 1 - Understanding why coefficient 20236 was selected
Tag: PARTY DRESS
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 20236 | 2.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PARTY DRESS" tag (processing sequence 1082). 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 |
|---|---|---|---|---|---|---|---|
| 427 | Ruched Strapless Bodycon Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 437 | Sequin Strapless Ruched Back Slit Bodycon Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 439 | Sexy Sequin Party Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 875 | Delfina | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, LIGHT WIEHT DRESSES | -20236 | SLIP DRESS | ||
| 907 | Dua | 0 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES | -20236 | none |