Fold 1 - Understanding why coefficient -3944312 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: -3944312
Taxonomy Path: -0.0.0.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -3944312 | 1.000322 | -0.0.0.8 | -8.0.0.0 (-(8*79^3)) | Yes | |
| 0 | 1.000322 | 0 | 0 (0) | No | |
| -4424869 | 1.000481 | -0.0.77.8 | -8.77.0.0 (-(8*79^3 + 77*79^2)) | No | |
| -4000481 | 1.000481 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| 574252 | 4.000000 | 1.1.13.1 | 1.13.1.1 (493039 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 1412). 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 |
|---|---|---|---|---|---|---|---|
| 930 | Frontier Blouse | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | PARTY DRESS |
| 861 | Corrine Multi | 0 | FLORAL DRESSES | 3944312 | RIXO DRESSES | ||
| 925 | Flor | -3944312 | CAMI NYC | 0 | none | ||
| 1046 | Rania | -4000481 | GREEN | -56169 | none | ||
| 1028 | Nori | -4424869 | CAMI NYC | -480557 | none |