Fold 4 - Understanding why coefficient 1000 was selected
Tag: MONSTERS
Selected Coefficient: 1000
Taxonomy Path: 4.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 1000 | 2.000000 | 4.12 | 12.4 (12*83 + 4) | Yes | |
| 6834243 | 2.000000 | 23.4.79.11 | 11.79.4.23 (11*83^3 + 79*83^2 + 4*83 + 23) | No | |
| 95543980 | 2.000000 | 24.5.8.1.2 | 2.1.8.5.24 (2*83^4 + 571787 + 8*83^2 + 5*83 + 24) | No |
These are the training products that have the "MONSTERS" tag (processing sequence 6261). 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 |
|---|---|---|---|---|---|---|---|
| 25357 | Minifig Large Rancor | 95543980 | none | 95542980 | none | ||
| 25373 | Brick Block Head Dracula | 6834243 | SETS | 6833243 | none | ||
| 30666 | Custom Made Personalised Wee Wander Quilt | 1000 | none | 0 | none |