Fold 4 - Understanding why coefficient 578768 was selected
Tag: BITBROON
Selected Coefficient: 578768
Taxonomy Path: 9.1.1.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 578768 | 1.000145 | 9.1.1.1 | 1.1.1.9 (571787 + 6889 + 83 + 9) | Yes | |
| 626991 | 1.000435 | 9.1.8.1 | 1.8.1.9 (571787 + 8*83^2 + 83 + 9) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BITBROON" tag (processing sequence 2620). 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 |
|---|---|---|---|---|---|---|---|
| 23738 | Sam Smiths - Sams Brown Ale AF | 626991 | none | 48223 | NO & LOW | ||
| 23630 | Vault City - A Walking Study In Demonology | 578768 | none | 0 | none | ||
| 23693 | Verhaeghe - Duchesse De Bourgogne | 578768 | none | 0 | none | ||
| 23758 | Tartarus - Lachesis | 578768 | none | 0 | none | ||
| 23762 | Thirsty Moose - Canny Canuck | 0 | THIRSTY MOOSE | -578768 | none |