Fold 4 - Understanding why coefficient 250 was selected
Tag: BIODEGRADABLE
Selected Coefficient: 250
Taxonomy Path: 13.3
Taxonomy Name: Health & Beauty > Personal Care
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? |
|---|---|---|---|---|---|
| 250 | 1.000000 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | Yes |
| 4001285 | 1.000000 | 14.10.9.8 | 8.9.10.14 (8*79^3 + 9*79^2 + 10*79 + 14) | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | No |
These are the training products that have the "BIODEGRADABLE" tag (processing sequence 3328). 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 |
|---|---|---|---|---|---|---|---|
| 3104 | Global Soap Stain Remover Soap | 4001285 | Home & Garden > Household Supplies > Laundry Supplies > Fabric Stain Removers | none | 4001035 | SCRUB, BIO-DEGRADABLE | |
| 3165 | PATCH Body Strap Tape - ON SALE! | 250 | Health & Beauty > Personal Care | none | 0 | BIO-DEGRADABLE, INFANTS |