Fold 2 - Understanding why coefficient 3997962369 was selected
Tag: CS SERIES
Selected Coefficient: 3997962369
Taxonomy Path: 26.1.4.20.1.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 3997962369 | 2.000000 | 26.1.4.20.1.1 | 1.1.20.4.1.26 (3939040643 + 47458321 + 20*83^3 + 4*83^2 + 83 + 26) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "CS SERIES" tag (processing sequence 969). 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 |
|---|---|---|---|---|---|---|---|
| 6992 | CS12 Gloss White | 3997962369 | none | 0 | none | ||
| 7000 | CS12 Black Two Tone | 3997962369 | none | 0 | MATTE BLACK | ||
| 11531 | CS11 Gloss Black | 3997962369 | none | 0 | none | ||
| 6998 | CS12 Matte Bronze | 0 | MATTE BRONZE | -3997962369 | none | ||
| 6999 | CS12 Hyper Silver | 0 | HYPER SILVER | -3997962369 | none |