Fold 2 - Understanding why coefficient -4518564 was selected
Tag: SLIP DRESS
Selected Coefficient: -4518564
Taxonomy Path: -1.1.13.9
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -4518564 | 2.000000 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 197354340 | 2.000000 | 16.18.22.5.5 | 5.5.22.18.16 (5*79^4 + 5*79^3 + 22*79^2 + 18*79 + 16) | No |
These are the training products that have the "SLIP DRESS" tag (processing sequence 2712). 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 |
|---|---|---|---|---|---|---|---|
| 897 | Doozy | 197354340 | FASHION, ADJUSTABLE, FLATTERING | 201872904 | SUMMER COLORS | ||
| 147 | Silk Satin Crepe Slip Dress | 0 | BRIDAL | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | |
| 875 | Delfina | -4518564 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, LIGHT WIEHT DRESSES | 0 | none |