Fold 4 - Understanding why coefficient 382595320 was selected
Tag: BIRTHDAYFORHIM
Selected Coefficient: 382595320
Taxonomy Path: 14.11.10.5.8
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 382595320 | 0.000145 | 14.11.10.5.8 | 8.5.10.11.14 (8*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 6311251 | 0.000726 | 14.11.3.11 | 11.3.11.14 (11*83^3 + 3*83^2 + 11*83 + 14) | No |
These are the training products that have the "BIRTHDAYFORHIM" tag (processing sequence 2487). 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 |
|---|---|---|---|---|---|---|---|
| 15145 | RAMBLER 20 OZ TUMBLER MS WETLANDS BROWN | 382595320 | none | 0 | none | ||
| 15146 | RAMBLER 20 OZ TUMBLER MS WILD VINE RED | 382595320 | none | 0 | none | ||
| 15153 | RAMBLER 30 OZ TUMBLER MS WETLANDS BROWN | 382595320 | none | 0 | none | ||
| 15207 | Yeti Rambler 16 Oz Stackable Pint with Magslider Lid TROPICAL PINK | 382595320 | none | 0 | none | ||
| 15508 | RAMBLER 10 OZ TUMBLER MS WV RED | 382595320 | none | 0 | none | ||
| 15150 | RAMBLER 26 OZ BOTTLE CHUG WETLANDS BROWN | 6311251 | none | -376284069 | none |