Fold 4 - Understanding why coefficient -20236 was selected
Tag: ELEGANT DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 4
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 | 6.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 20236 | 7.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -3292710 | 9.000000 | -14.13.14.9 | -9.14.13.14 (-(9*71^3 + 14*71^2 + 13*71 + 14)) | No |
These are the training products that have the "ELEGANT DRESSES" tag (processing sequence 1082). 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 |
|---|---|---|---|---|---|---|---|
| 1044 | Porter | 20236 | Apparel & Accessories > Clothing > Dresses | none | 40472 | MINI DRESSES | |
| 929 | Freya | 20236 | Apparel & Accessories > Clothing > Dresses | none | 40472 | HUMANS OF RIXO | |
| 937 | Giuliana -Navy | 20236 | Apparel & Accessories > Clothing > Dresses | none | 40472 | none | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | HUMANS OF RIXO | |
| 871 | Daskur Pleated Slip Dress | 0 | COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | ESSENTIEL ANTWERP | |
| 907 | Dua | -20236 | CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 899 | Doris | -20236 | CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 875 | Delfina | -20236 | CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 924 | Fleur | -20236 | CAMI NYC, COLORFUL DRESSES | 0 | none | ||
| 994 | Kristen -Navy | -3292710 | NAVY, BOHEMIAN STYLE | -3272474 | none |