Fold 2 - Understanding why coefficient -403280 was selected
Tag: SUMMER OUTFIT
Selected Coefficient: -403280
Taxonomy Path: -0.0.9.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -403280 | 2.014085 | -0.0.9.1 | -1.9.0.0 (-(357911 + 9*71^2)) | Yes | |
| -10579 | 2.028169 | -0.7.2 | -2.7.0 (-(2*71^2 + 7*71)) | No | |
| 20236 | 3.000198 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 52618030 | 3.000198 | 1.1.1.5.2 | 2.5.1.1.1 (2*71^4 + 5*71^3 + 5041 + 71 + 1) | No |
These are the training products that have the "SUMMER OUTFIT" tag (processing sequence 2189). 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 |
|---|---|---|---|---|---|---|---|
| 901 | Dreamy | 52618030 | OVERSIZED, FIGURE FLATTERING, FUN SUMMER COLORS | 53021310 | none | ||
| 834 | Bina -Red | 20236 | Apparel & Accessories > Clothing > Dresses | FUN SUMMER COLORS | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none |
| 970 | Magda Dress | -10579 | IVORY, FREE PEOPLE DRESSES, FREE PEOPLEWE THE FREE | 392701 | none | ||
| 933 | Georgette Ruffle | -403280 | CASUAL, BEST DRESS, FIGURE FLATTERING, FUN SUMMER COLORS | 0 | none | ||
| 1024 | Motley: Army | -403280 | BLOUSES, FUN SUMMER COLORS, SHORT SLEEVES | 0 | none |