Fold 0 - Understanding why coefficient 15 was selected
Tag: CARD HOLDER
Selected Coefficient: 15
Taxonomy Path: 15
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 15 | 0.012048 | 15 | 15 (15) | Yes | |
| 55874 | 0.012048 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No |
These are the training products that have the "CARD HOLDER" tag (processing sequence 4966). 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 |
|---|---|---|---|---|---|---|---|
| 25460 | Teacher's Day Gift | Clear Card Holder Pouch with charm | Handy Card Pouch Design 9 Princess | 55874 | none | 55859 | CHILDREN DAY GIFT | ||
| 25458 | Teacher's Day Gift | Clear Card Holder Pouch with charm | Handy Card Pouch Design 11 SG | 15 | none | 0 | CHILDREN DAY GIFT |