Fold 2 - Understanding why coefficient 19 was selected
Tag: ACCESSORY35
Selected Coefficient: 19
Taxonomy Path: 19
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? |
|---|---|---|---|---|---|
| 19 | 1.000000 | 19 | 19 (19) | Yes | |
| 110734 | 1.000000 | 12.6.16 | 16.6.12 (16*83^2 + 6*83 + 12) | No |
These are the training products that have the "ACCESSORY35" tag (processing sequence 4911). 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 |
|---|---|---|---|---|---|---|---|
| 19463 | Wall Knob and Hardware for Loop | 110734 | none | 110715 | none | ||
| 19469 | Eco Drip Kit | 19 | none | 0 | PLANT CARE |