Fold 0 - Understanding why coefficient 3286804 was selected
Tag: CAMI NYC
Selected Coefficient: 3286804
Taxonomy Path: 1.1.13.9
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Tank Tops
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 3286804 | 0.000402 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | Yes |
| 423516 | 0.000405 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 4360537 | 0.000405 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 20236 | 0.000992 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 0.000992 | 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 819). 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 |
|---|---|---|---|---|---|---|---|
| 907 | Dua | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | BEST DRESS | 1073733 | COLORFUL DRESSES, FLORAL DRESSES, PARTY DRESS | |
| 867 | Damaris | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | none | |
| 978 | Jocliea | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 0 | TANK TOPS | |
| 925 | Flor | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -2863288 | FLORAL PATTERNS | |
| 1028 | Nori | 75687 | Apparel & Accessories > Clothing > Skirts | none | -3211117 | FLORAL PATTERNS | |
| 899 | Doris | 20236 | Apparel & Accessories > Clothing > Dresses | none | -3266568 | COLORFUL DRESSES, FLORAL DRESSES, FLOWY DRESSES, MAXI DRESSES, SILK |