Fold 1 - Understanding why coefficient 75141146 was selected
Tag: MAXI DRESSES
Selected Coefficient: 75141146
Taxonomy Path: 0.0.67.67.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 75141146 | 3.000198 | 0.0.67.67.2 | 2.67.67.0.0 (2*71^4 + 67*71^3 + 67*71^2) | Yes | |
| 76981111 | 3.000198 | 0.0.6.2.3 | 3.2.6.0.0 (3*71^4 + 2*71^3 + 6*71^2) | No | |
| -762200 | 4.000000 | -15.14.9.2 | -2.9.14.15 (-(2*71^3 + 9*71^2 + 14*71 + 15)) | No | |
| -20236 | 4.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| 20236 | 4.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "MAXI DRESSES" tag (processing sequence 1648). 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 |
|---|---|---|---|---|---|---|---|
| 961 | Hazy Maisy Maxi | 76981111 | COLORFUL DRESSES, FLOWY DRESSES, FREE PEOPLE DRESSES, LIGHT WIEHT DRESSES | 1839965 | none | ||
| 1002 | Lysette Maxi | 75141146 | FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | 0 | none | ||
| 899 | Doris | 20236 | Apparel & Accessories > Clothing > Dresses | CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FLOWY DRESSES, LIGHT WIEHT DRESSES | -75120910 | SILK | |
| 924 | Fleur | -20236 | BEST DRESS, CAMI NYC, COLORFUL DRESSES, ELEGANT DRESSES, FEMININE DRESS, FLOWY DRESSES, LIGHT WIEHT DRESSES | -75161382 | none | ||
| 994 | Kristen -Navy | -762200 | NAVY, BEST DRESS, BOHEMIAN STYLE, ELEGANT DRESSES, FEMININE DRESS, FLOWY DRESSES | -75903346 | RIXO DRESSES |