Fold 0 - Understanding why coefficient 27822 was selected
Tag: SOUL
Selected Coefficient: 27822
Taxonomy Path: 17.3.4
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 27822 | 2.000145 | 17.3.4 | 4.3.17 (4*83^2 + 3*83 + 17) | Yes | |
| 41600 | 2.000435 | 17.3.6 | 6.3.17 (6*83^2 + 3*83 + 17) | No | |
| 55208 | 5.000000 | 13.1.8 | 8.1.13 (8*83^2 + 83 + 13) | Health & Beauty > Health Care > First Aid | No |
| 4663937 | 5.000000 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SOUL" tag (processing sequence 4642). 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 |
|---|---|---|---|---|---|---|---|
| 25036 | Camiseta | 4663937 | none | 4636115 | none | ||
| 3092 | First Light Crisis Support Oral Drops/ Spray | 55208 | Health & Beauty > Health Care > First Aid | none | 27386 | BIRTH CARE | |
| 25816 | Marvin Gaye & Tammi Terrell - United LP | 41600 | none | 13778 | none | ||
| 25621 | V/A - Penrose Showcase RSD 2024 LP | 27822 | none | 0 | none | ||
| 25770 | Jackson 5 - Greatest Hits LP | 27822 | none | 0 | none | ||
| 25811 | Marvin Gaye - I Heard It Through the Grapevine LP | 27822 | none | 0 | none |