Fold 2 - Understanding why coefficient 423516 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: 423516
Taxonomy Path: 1.1.13.1
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Blouses
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 423516 | 4.000198 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | Yes |
| -2863288 | 4.000201 | -0.0.0.8 | -8.0.0.0 (-(8*71^3)) | No | |
| 0 | 4.000201 | 0 | 0 (0) | No | |
| -3211117 | 4.000397 | -0.0.69.8 | -8.69.0.0 (-(8*71^3 + 69*71^2)) | No | |
| 3997585 | 4.000397 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -20236 | 6.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 766). 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 |
|---|---|---|---|---|---|---|---|
| 919 | Fatou | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 3574069 | none | |
| 930 | Frontier Blouse | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | PARTY DRESS | |
| 840 | Bridgette - Blue | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 0 | FLORAL PATTERS, HUMANS OF RIXO | |
| 1046 | Rania | 0 | CUTE DRESSES | -423516 | none | ||
| 1085 | Zadie -Spring Ink | -20236 | BEST DRESS, COLORFUL DRESSES, CUTE DRESSES, FLORAL DRESSES | -443752 | FLORAL PATTERS | ||
| 925 | Flor | -2863288 | CAMI NYC | -3286804 | FLORAL PATTERS | ||
| 1028 | Nori | -3211117 | CAMI NYC | -3634633 | FLORAL PATTERS |