Fold 2 - Understanding why coefficient 21332 was selected
Tag: BOOT
Selected Coefficient: 21332
Taxonomy Path: 1.8.3
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 21332 | 0.000000 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | Yes |
These are the training products that have the "BOOT" tag (processing sequence 230). 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 |
|---|---|---|---|---|---|---|---|
| 10224 | Faux leather ruched knee high boots - Black | 21332 | none | 0 | none | ||
| 10225 | Faux leather ruched knee high boots - White | 21332 | none | 0 | none | ||
| 29085 | Icon 2.0 Boot - Black | 21332 | none | 0 | none | ||
| 29098 | Nomad Boot - Black | 21332 | none | 0 | none | ||
| 29107 | Montreux Boot - Stone Snake | 21332 | none | 0 | none | ||
| 29108 | Broadway Boot - Black | 21332 | none | 0 | none | ||
| 29112 | Montreux Boot - Black | 21332 | none | 0 | none | ||
| 29117 | Queens Boot - Ecru | 21332 | none | 0 | none | ||
| 29119 | Brooklyn Boot - Stone | 21332 | none | 0 | HEEL | ||
| 29120 | Brooklyn Boot - Black | 21332 | none | 0 | HEEL | ||
| 29121 | Queens Boot - Black | 21332 | none | 0 | none |