Fold 1 - Understanding why coefficient -2545705 was selected
Tag: FLORAL PATTERNS
Selected Coefficient: -2545705
Taxonomy Path: -0.0.8.7
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -2545705 | 3.000397 | -0.0.8.7 | -7.8.0.0 (-(7*71^3 + 8*71^2)) | Yes | |
| -347829 | 3.000397 | -0.0.69 | -69.0.0 (-(69*71^2)) | No | |
| 0 | 3.000397 | 0 | 0 (0) | No | |
| 20236 | 4.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3997585 | 4.000198 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| -40472 | 5.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No |
These are the training products that have the "FLORAL PATTERNS" tag (processing sequence 757). 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 | 6543290 | none | |
| 861 | Corrine Multi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | FLORAL PATTERS, FLORAL PRINT, HUMANS OF RIXO, RIXO DRESSES |
| 925 | Flor | 0 | CAMI NYC | 2545705 | FLORAL PATTERS, FLORAL PRINT | ||
| 1085 | Zadie -Spring Ink | -40472 | BEST DRESS, COLORFUL DRESSES, FEMININE DRESS | 2505233 | FLORAL PATTERS, FLORAL PRINT, LIGHT WIEHT DRESSES, RIXO DRESSES | ||
| 1028 | Nori | -347829 | CAMI NYC | 2197876 | FLORAL PATTERS, FLORAL PRINT | ||
| 1046 | Rania | -2545705 | GREEN | 0 | none |