Fold 0 - Understanding why coefficient -20236 was selected
Tag: FLOWY DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 8
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 | 4.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| -3307040 | 7.000000 | -2.2.17.9 | -9.17.2.2 (-(9*71^3 + 17*71^2 + 2*71 + 2)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 20236 | 7.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 1047591 | 7.000000 | 57.57.65.2 | 2.65.57.57 (2*71^3 + 65*71^2 + 57*71 + 57) | No |
These are the training products that have the "FLOWY DRESSES" tag (processing sequence 1204). 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 |
|---|---|---|---|---|---|---|---|
| 994 | Kristen -Navy | 1047591 | NAVY, BEST DRESS, BOHEMIAN STYLE | 1067827 | MAXI DRESSES | ||
| 1053 | Rosie Posie Midi | 20236 | Apparel & Accessories > Clothing > Dresses | none | 40472 | FREE PEOPLEWE THE FREE | |
| 932 | Gem -Pink Check | 0 | COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 904 | Draco | -20236 | COLORFUL DRESSES, FLORAL DRESSES | 0 | none | ||
| 871 | Daskur Pleated Slip Dress | -20236 | COLORFUL DRESSES, ESSENTIEL ANTWERP | 0 | none | ||
| 1034 | One I Love Dress | -20236 | COLORFUL DRESSES, FLORAL DRESSES | 0 | FREE PEOPLEWE THE FREE, MAXI DRESSES | ||
| 881 | Devi- Pink | -20236 | COLORFUL DRESSES, FLORAL DRESSES | 0 | none | ||
| 899 | Doris | -3307040 | CAMI NYC, COLORFUL DRESSES, FLORAL DRESSES | -3286804 | MAXI DRESSES, SILK |