Fold 2 - Understanding why coefficient 3014822 was selected
Tag: GIFTS TO MAKE
Selected Coefficient: 3014822
Taxonomy Path: 24.5.9.6
Taxonomy Name: Toys & Games > Toys > Educational Toys > Science & Exploration Sets
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? |
|---|---|---|---|---|---|
| 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 | Yes |
| 125070 | 3.000000 | 13.3.20 | 20.3.13 (20*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | No |
| 351050170 | 3.000000 | 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 | No |
These are the training products that have the "GIFTS TO MAKE" tag (processing sequence 3171). 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 | 348035348 | none | |
| 14457 | Discovery Zone 5 in 1 Explore Magnetism Kit | 3014822 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 0 | none | |
| 14458 | Discovery Zone Erupting Volcano Kit | 3014822 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 0 | none | |
| 17773 | Make Your Own Soothing Clay Mask - Coconut Milk and Oatmeal | 125070 | Health & Beauty > Personal Care > Personal Care Gift Sets & Kits | none | -2889752 | BATH AND BEAUTY |