Fold 1 - Understanding why coefficient 501186 was selected
Tag: TABLE
Selected Coefficient: 501186
Taxonomy Path: 10.24.1.1
Taxonomy Name: Furniture > Tables > Accent Tables > Coffee Tables
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? |
|---|---|---|---|---|---|
| 501186 | 0.000000 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | Yes |
These are the training products that have the "TABLE" tag (processing sequence 1540). 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 |
|---|---|---|---|---|---|---|---|
| 5143 | Handmade Magic the Gathering Wooden Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | RESIN, ART |