Fold 4 - Understanding why coefficient 20236 was selected
Tag: CAMI NYC
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 20236 | 0.000595 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 3286804 | 0.000992 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 75687 | 0.001190 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 815). 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 |
|---|---|---|---|---|---|---|---|
| 867 | Damaris | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 3266568 | none | |
| 978 | Jocliea | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 3266568 | DATE NIGHT | |
| 1028 | Nori | 75687 | Apparel & Accessories > Clothing > Skirts | none | 55451 | FLORAL PATTERNS, FLORAL PATTERS | |
| 924 | Fleur | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 907 | Dua | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 875 | Delfina | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 899 | Doris | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | COLORFUL DRESSES, ELEGANT DRESSES |