Fold 1 - Understanding why coefficient -239530530 was selected
Tag: CHILDREN'S
Selected Coefficient: -239530530
Taxonomy Path: -0.0.76.3.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -239530530 | 2.000145 | -0.0.76.3.5 | -5.3.76.0.0 (-(5*83^4 + 3*83^3 + 76*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| -240784424 | 3.000000 | -13.1.9.6.5 | -5.6.9.1.13 (-(5*83^4 + 6*83^3 + 9*83^2 + 83 + 13)) | No | |
| -14467337 | 3.000000 | -22.5.25.25 | -25.25.5.22 (-(25*83^3 + 25*83^2 + 5*83 + 22)) | No |
These are the training products that have the "CHILDREN'S" tag (processing sequence 4748). 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 |
|---|---|---|---|---|---|---|---|
| 3120 | Kiwiherb De-Stuff For Kids (Organic) | 0 | CONGESTION | 239530530 | INFANTS | ||
| 3075 | Absolute Essential Baby Oil: Rose & Chamomile | -14467337 | FAIR TRADE, NOURISHING | 225063193 | SLEEP, CRADLE CAP, NEWBORNS, SKIN INFECTION, BABIES, INFANTS | ||
| 3117 | Kiwiherb Children's Echinature (Organic) | -239530530 | IMMUNE | 0 | CHEST, INFANTS | ||
| 3121 | Kiwiherb De-Stuff Rub (Organic) | -240784424 | FLU, CONGESTION | -1253894 | TOPICAL |