Fold 0 - 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: 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? |
|---|---|---|---|---|---|
| 25044 | 3.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 143623 | 3.000641 | 1.1.23 | 23.1.1 (23*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing | No |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "PARTY DRESS" tag (processing sequence 1732). 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 |
|---|---|---|---|---|---|---|---|
| 13255 | Asymmetric Neck Sleek Boubou | 143623 | Apparel & Accessories > Clothing > Traditional & Ceremonial Clothing | none | 118579 | 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 | |
| 427 | Ruched Strapless Bodycon Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 13243 | Duchess Soft Satin Boubou | 25044 | Apparel & Accessories > Clothing > Dresses | SEMI FORMAL DRESS, VINTAGE DRESS | 0 | none | |
| 907 | Dua | 0 | CUTE DRESSES | -25044 | CAMI NYC | ||
| 845 | Capri L/S Mini | 0 | COTTON DRESSES | -25044 | COTTON CITIZEN, ORGANIC COTTON | ||
| 875 | Delfina | 0 | CUTE DRESSES | -25044 | CAMI NYC |