Fold 3 - Understanding why coefficient 501186 was selected
Tag: COFFEE TABLE
Selected Coefficient: 501186
Taxonomy Path: 10.24.1.1
Taxonomy Name: Furniture > Tables > Accent Tables > Coffee Tables
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 501186 | 0.000002 | 10.24.1.1 | 1.1.24.10 (493039 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Coffee Tables | Yes |
| 1487264 | 0.000014 | 10.24.1.3 | 3.1.24.10 (3*79^3 + 6241 + 24*79 + 10) | Furniture > Tables > Accent Tables > Sofa Tables | No |
These are the training products that have the "COFFEE TABLE" tag (processing sequence 1666). 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 |
|---|---|---|---|---|---|---|---|
| 19378 | Le Tableau Console | 1487264 | Furniture > Tables > Accent Tables > Sofa Tables | none | 986078 | STEEL | |
| 19007 | Frey Sculptural Coffee Table - Large | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none | |
| 19192 | Como Square Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none | |
| 19237 | Frey Sculptural Coffee Table - Small | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none | |
| 19282 | Como Round Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none | |
| 19364 | Oak Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none | |
| 6205 | Solid Oak Coffee Table | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | TV STAND | |
| 19783 | Black Walnut Coffee Table with Solid Black Epoxy | 501186 | Furniture > Tables > Accent Tables > Coffee Tables | none | 0 | none |