Fold 3 - Understanding why coefficient 362229 was selected
Tag: FESTIVE
Selected Coefficient: 362229
Taxonomy Path: 14.3.58
Taxonomy Name: Home & Garden > Decor > Seasonal & Holiday Decorations
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 362229 | 2.000000 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | Yes |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 68731 | 3.000000 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
These are the training products that have the "FESTIVE" tag (processing sequence 1373). 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 |
|---|---|---|---|---|---|---|---|
| 506 | Out of this world Alien gather Wrapping Paper | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 0 | none | |
| 510 | Cute ghost Wrapping Paper | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 0 | none | |
| 14475 | Lily | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | -293498 | PRIMAVERA, __SHOW:PRICE | |
| 259 | Golden Wreath Earrings | 0 | EARRINGS, CITRINE, BRIOLETTE | -362229 | GEMSTONES |