Fold 1 - Understanding why coefficient -428557 was selected
Tag: SKIN INFECTION
Selected Coefficient: -428557
Taxonomy Path: -1.1.14.1
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -428557 | 1.000000 | -1.1.14.1 | -1.14.1.1 (-(357911 + 14*71^2 + 71 + 1)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "SKIN INFECTION" tag (processing sequence 1236). 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 |
|---|---|---|---|---|---|---|---|
| 3165 | PATCH Body Strap Tape - ON SALE! | 0 | ORGANIC, ALL AGES, BIO-DEGRADABLE, BIODEGRADABLE, CHILDREN'S, INSECT BITES, PERSONAL CARE | 428557 | none | ||
| 3138 | Natural Solutions East Cape 4% Mānuka Oil Blend- Mild | -428557 | DEODORANT, BEACH | 0 | none |