Fold 2 - Understanding why coefficient 4643270 was selected
Tag: POSITIVE
Selected Coefficient: 4643270
Taxonomy Path: 1.1.10.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 4643270 | 2.012050 | 1.1.10.8 | 8.10.1.1 (8*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 428337437 | 2.012050 | 1.1.10.2.9 | 9.2.10.1.1 (9*83^4 + 2*83^3 + 10*83^2 + 83 + 1) | No | |
| 165503 | 2.024096 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | No | |
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 4644113 | 4.000000 | 14.11.10.8 | 8.10.11.14 (8*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "POSITIVE" tag (processing sequence 6964). 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 |
|---|---|---|---|---|---|---|---|
| 31227 | SAMMY JACKET | 428337437 | none | 423694167 | none | ||
| 6201 | Zeta Phi Beta Sorority, Incorporated - Amicae Coaster | 4644113 | none | 843 | none | ||
| 31226 | ABIGAIL RETRO SHIRT | 4643270 | none | 0 | none | ||
| 6278 | Zeta Phi Beta Sorority, Incorporated 1 - Button Pin/Coaster | 165503 | none | -4477767 | none | ||
| 20852 | Be Kind Shirt (Womens) | -4663937 | KIND, VEGAN SHIRT | -9307207 | none |