Fold 0 - Understanding why coefficient -20236 was selected
Tag: MAXI DRESSES
Selected Coefficient: -20236
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -20236 | 3.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| -3610577 | 4.000000 | -14.17.6.10 | -10.6.17.14 (-(10*71^3 + 6*71^2 + 17*71 + 14)) | No |
These are the training products that have the "MAXI DRESSES" tag (processing sequence 993). 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 |
|---|---|---|---|---|---|---|---|
| 924 | Fleur | 0 | BEST DRESS, COLORFUL DRESSES, ELEGANT DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 961 | Hazy Maisy Maxi | 0 | COLORFUL DRESSES | 20236 | Apparel & Accessories > Clothing > Dresses | none | |
| 1002 | Lysette Maxi | -20236 | CHOCOLATE, FREE PEOPLEWE THE FREE | 0 | none | ||
| 1034 | One I Love Dress | -20236 | COLORFUL DRESSES, FREE PEOPLEWE THE FREE | 0 | none | ||
| 994 | Kristen -Navy | -3610577 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES | -3590341 | none |