Fold 4 - Understanding why coefficient 7124 was selected
Tag: BIO-DEGRADABLE
Selected Coefficient: 7124
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 7124 | 1.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 212207128 | 1.012658 | 14.8.32.35.5 | 5.35.32.8.14 (5*79^4 + 35*79^3 + 32*79^2 + 8*79 + 14) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIO-DEGRADABLE" tag (processing sequence 4074). 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 | 212207128 | BIODEGRADABLE, SCRUB | 212200004 | none | ||
| 3087 | Earthware Natural Bamboo Straws | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 3165 | PATCH Body Strap Tape - ON SALE! | 0 | BIODEGRADABLE | -7124 | INFANTS |