Fold 0 - Understanding why coefficient 3493162 was selected
Tag: GIFTS TO MAKE
Selected Coefficient: 3493162
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? |
|---|---|---|---|---|---|
| 3493162 | 2.000000 | 24.5.9.6 | 6.9.5.24 (6*83^3 + 9*83^2 + 5*83 + 24) | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | Yes |
| 138042 | 3.000000 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 427703734 | 3.000000 | 3.2.1.1.9 | 9.1.1.2.3 (9*83^4 + 571787 + 6889 + 2*83 + 3) | No |
These are the training products that have the "GIFTS TO MAKE" tag (processing sequence 4751). 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 | 427703734 | none | 424210572 | GENDER_UNISEX | ||
| 14457 | Discovery Zone 5 in 1 Explore Magnetism Kit | 3493162 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 0 | none | |
| 14458 | Discovery Zone Erupting Volcano Kit | 3493162 | Toys & Games > Toys > Educational Toys > Science & Exploration Sets | none | 0 | none | |
| 17773 | Make Your Own Soothing Clay Mask - Coconut Milk and Oatmeal | 138042 | none | -3355120 | none |