Fold 2 - Understanding why coefficient 439 was selected
Tag: FOIL
Selected Coefficient: 439
Taxonomy Path: 24.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 439 | 2.000000 | 24.5 | 5.24 (5*83 + 24) | Yes | |
| 399825 | 2.000000 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No |
These are the training products that have the "FOIL" tag (processing sequence 4740). 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 |
|---|---|---|---|---|---|---|---|
| 10318 | Pastel Rainbow Baby Balloon | 399825 | none | 399386 | none | ||
| 10332 | Happy Birthday Firetruck - 18" | 399825 | none | 399386 | none | ||
| 10319 | Star Wars Rogue One Balloon | 439 | none | 0 | none | ||
| 10331 | Spiderman Balloon | 439 | none | 0 | none |