Fold 3 - Understanding why coefficient -574252 was selected
Tag: SUMMER OUTFIT
Selected Coefficient: -574252
Taxonomy Path: -1.1.13.1
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? |
|---|---|---|---|---|---|
| -574252 | 3.000000 | -1.1.13.1 | -1.13.1.1 (-(493039 + 13*79^2 + 79 + 1)) | Yes | |
| -2527605 | 3.000160 | -0.0.10.5 | -5.10.0.0 (-(5*79^3 + 10*79^2)) | No | |
| 0 | 3.000160 | 0 | 0 (0) | No | |
| 469292718 | 4.000000 | 12.9.66.3.12 | 12.3.66.9.12 (12*79^4 + 3*79^3 + 66*79^2 + 9*79 + 12) | No |
These are the training products that have the "SUMMER OUTFIT" tag (processing sequence 2833). 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 |
|---|---|---|---|---|---|---|---|
| 933 | Georgette Ruffle | 469292718 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFORT, CUTE DRESSES, DATE NIGHT, FIGURE FLATTERING, FUN SUMMER COLORS | 469866970 | none | ||
| 834 | Bina -Red | 0 | FUN SUMMER COLORS | 574252 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | |
| 901 | Dreamy | -574252 | CLASSIC, FASHION, COMFORT, FIGURE FLATTERING, FUN SUMMER COLORS | 0 | none | ||
| 1024 | Motley: Army | -574252 | BLOUSES, FUN SUMMER COLORS, SHORT SLEEVES | 0 | none | ||
| 970 | Magda Dress | -2527605 | FREE PEOPLEWE THE FREE | -1953353 | none |