Fold 2 - Understanding why coefficient 4461286 was selected
Tag: BIODEGRADABLE
Selected Coefficient: 4461286
Taxonomy Path: 1.0.33.12
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? |
|---|---|---|---|---|---|
| 4461286 | 1.000000 | 1.0.33.12 | 12.33.0.1 (12*71^3 + 33*71^2 + 1) | Yes | |
| 128509423 | 1.000000 | 62.59.3.4.5 | 5.4.3.59.62 (5*71^4 + 4*71^3 + 3*71^2 + 59*71 + 62) | No |
These are the training products that have the "BIODEGRADABLE" tag (processing sequence 496). 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! | 128509423 | ORGANIC, ALL AGES, BIO-DEGRADABLE | 124048137 | INFANTS, INSECT BITES, PERSONAL CARE | ||
| 3104 | Global Soap Stain Remover Soap | 4461286 | SCRUB, ANTISEPTIC, BIO-DEGRADABLE | 0 | none |