Fold 1 - Understanding why coefficient -1168789 was selected
Tag: BIO-DEGRADABLE
Selected Coefficient: -1168789
Taxonomy Path: -58.60.18.3
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? |
|---|---|---|---|---|---|
| -1168789 | 3.000000 | -58.60.18.3 | -3.18.60.58 (-(3*71^3 + 18*71^2 + 60*71 + 58)) | Yes | |
| 2909155 | 3.000000 | 1.7.9.8 | 8.9.7.1 (8*71^3 + 9*71^2 + 7*71 + 1) | No | |
| 127698399 | 3.000000 | 0.68.55.1.5 | 5.1.55.68.0 (5*71^4 + 357911 + 55*71^2 + 68*71) | No | |
| 2367087401 | 3.000000 | 12.2.44.10.22.1 | 1.22.10.44.2.12 (1804229351 + 22*71^4 + 10*71^3 + 44*71^2 + 2*71 + 12) | No |
These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 745). 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 |
|---|---|---|---|---|---|---|---|
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 2367087401 | BEACH, BEAUTY | 2368256190 | BIODEGRADABLE, COMPOSTABLE | ||
| 3165 | PATCH Body Strap Tape - ON SALE! | 127698399 | ORGANIC, KIDS, ALL AGES | 128867188 | BIODEGRADABLE, INFANTS, INSECT BITES, PERSONAL CARE | ||
| 3104 | Global Soap Stain Remover Soap | 2909155 | SCRUB | 4077944 | BIODEGRADABLE, CLEANING | ||
| 3087 | Earthware Natural Bamboo Straws | -1168789 | BEACH | 0 | none |