Fold 0 - Understanding why coefficient 7519 was selected
Tag: META-RELATED-COLLECTION-RELATED-MEUWS1B-UWSRY
Selected Coefficient: 7519
Taxonomy Path: 14.16.1
Taxonomy Name: Home & Garden > Parasols & Rain Umbrellas > Parasols
Products with this tag: 1
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? |
|---|---|---|---|---|---|
| 7519 | 0.000000 | 14.16.1 | 1.16.14 (6241 + 16*79 + 14) | Home & Garden > Parasols & Rain Umbrellas > Parasols | Yes |
These are the training products that have the "META-RELATED-COLLECTION-RELATED-MEUWS1B-UWSRY" tag (processing sequence 1661). 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 |
|---|---|---|---|---|---|---|---|
| 23215 | Wondershade™ Ultimate Portable Sun Shade Umbrella, Lightweight Adjustable Instant Sun Protection - Rainbow | 7519 | Home & Garden > Parasols & Rain Umbrellas > Parasols | none | 0 | none |