Fold 1 - Understanding why coefficient 4663937 was selected
Tag: LOUNGE
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 4663937 | 1.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 1172389 | 2.000000 | 14.15.4.2 | 2.4.15.14 (2*83^3 + 4*83^2 + 15*83 + 14) | No |
These are the training products that have the "LOUNGE" tag (processing sequence 3578). 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 |
|---|---|---|---|---|---|---|---|
| 32199 | SWEETEST TABOO TEE (SADE ARTWORK) | 4663937 | none | 0 | none | ||
| 32200 | KILLING ME SOFTLY TEE (LAURYN ARTWORK) | 4663937 | none | 0 | none | ||
| 20877 | Go Vegan Revolution Beach Towel | 1172389 | none | -3491548 | none |