Fold 1 - Understanding why coefficient 351050170 was selected
Tag: GIFTS TO MAKE
Selected Coefficient: 351050170
Taxonomy Path: 3.2.1.1.9
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 351050170 | 1.000000 | 3.2.1.1.9 | 9.1.1.2.3 (9*79^4 + 493039 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits | Yes |
| 3014822 | 2.000000 | 24.5.9.6 | 6.9.5.24 (6*79^3 + 9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | No |
These are the training products that have the "GIFTS TO MAKE" tag (processing sequence 2529). 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 |
|---|---|---|---|---|---|---|---|
| 17706 | Kids Picture Shrink Keyring Kit | 351050170 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits | none | 0 | none | |
| 17774 | Circle of Light Mobile Kit - Lush Blush | 351050170 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits | none | 0 | none | |
| 14458 | Discovery Zone Erupting Volcano Kit | 3014822 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | -348035348 | PRICE_UNDER $20 |