Fold 2 - Understanding why coefficient 761 was selected
Tag: WAX MELTER
Selected Coefficient: 761
Taxonomy Path: 14.9
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? |
|---|---|---|---|---|---|
| 761 | 0.012048 | 14.9 | 9.14 (9*83 + 14) | Yes | |
| 1176 | 0.036145 | 14.14 | 14.14 (14*83 + 14) | No |
These are the training products that have the "WAX MELTER" tag (processing sequence 3112). 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 |
|---|---|---|---|---|---|---|---|
| 33423 | Skull Pluggable Fragrance Warmer | 1176 | none | 415 | none | ||
| 33425 | Cayenne Pluggable Fragrance Warmer | 761 | none | 0 | none | ||
| 33439 | White Marble Illumination | 761 | none | 0 | none | ||
| 33440 | Skull Illumination | 761 | none | 0 | none |