Fold 4 - Understanding why coefficient 4518564 was selected
Tag: CAMI NYC
Selected Coefficient: 4518564
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 4518564 | 3.000320 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 25044 | 3.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 93695 | 3.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "CAMI NYC" tag (processing sequence 924). 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 |
|---|---|---|---|---|---|---|---|
| 978 | Jocliea | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | TANK TOPS | |
| 867 | Damaris | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 1028 | Nori | 93695 | Apparel & Accessories > Clothing > Skirts | none | -4424869 | FLORAL PATTERNS, FLORAL PATTERS | |
| 899 | Doris | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4493520 | COLORFUL DRESSES, ELEGANT DRESSES | |
| 907 | Dua | 0 | BEST DRESS | -4518564 | COLORFUL DRESSES, ELEGANT DRESSES | ||
| 875 | Delfina | 0 | BEST DRESS | -4518564 | COLORFUL DRESSES, ELEGANT DRESSES | ||
| 924 | Fleur | 0 | BEST DRESS | -4518564 | COLORFUL DRESSES, ELEGANT DRESSES |