Fold 2 - Understanding why coefficient -20236 was selected
Tag: FLORAL DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -20236 | 4.000198 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| -3286804 | 4.000397 | -1.1.13.9 | -9.13.1.1 (-(9*71^3 + 13*71^2 + 71 + 1)) | No | |
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| -40472 | 6.000000 | -2.2.8 | -8.2.2 (-(8*71^2 + 2*71 + 2)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "FLORAL DRESSES" tag (processing sequence 765). 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 |
|---|---|---|---|---|---|---|---|
| 929 | Freya | 20236 | Apparel & Accessories > Clothing > Dresses | CUTE DRESSES, ELEGANT DRESSES | 40472 | HUMANS OF RIXO | |
| 1044 | Porter | 20236 | Apparel & Accessories > Clothing > Dresses | CUTE DRESSES, ELEGANT DRESSES | 40472 | none | |
| 881 | Devi- Pink | 0 | COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO | |
| 904 | Draco | -20236 | COLORFUL DRESSES, CUTE DRESSES | 0 | none | ||
| 1034 | One I Love Dress | -20236 | COLORFUL DRESSES, CUTE DRESSES | 0 | none | ||
| 1085 | Zadie -Spring Ink | -40472 | BEST DRESS, COLORFUL DRESSES, CUTE DRESSES | -20236 | FLORAL PATTERNS, FLORAL PATTERS | ||
| 899 | Doris | -3286804 | CAMI NYC, COLORFUL DRESSES, CUTE DRESSES, ELEGANT DRESSES | -3266568 | SILK |