Fold 2 - Understanding why coefficient 25044 was selected
Tag: PARTY DRESS
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 25044 | 2.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 574252 | 2.000801 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| -25044 | 7.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "PARTY DRESS" tag (processing sequence 1716). 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 | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 549208 | none | |
| 12104 | "Teresa" Casual Summer Cocktail Dress by Band of Tailors | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 437 | Sequin Strapless Ruched Back Slit Bodycon Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 439 | Sexy Sequin Party Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 845 | Capri L/S Mini | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | COTTON CITIZEN, ORGANIC COTTON | |
| 427 | Ruched Strapless Bodycon Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 907 | Dua | 0 | CUTE DRESSES | -25044 | none | ||
| 13243 | Duchess Soft Satin Boubou | -25044 | SEMI FORMAL DRESS, MAXI DRESS | -50088 | none |