Fold 3 - Understanding why coefficient 26870 was selected
Tag: SOLID OAK
Selected Coefficient: 26870
Taxonomy Path: 10.24.4
Taxonomy Name: Furniture > Tables > Kitchen & Dining Room Tables
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 26870 | 3.000000 | 10.24.4 | 4.24.10 (4*79^2 + 24*79 + 10) | Furniture > Tables > Kitchen & Dining Room Tables | Yes |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| 68256 | 3.012658 | 0.74.10 | 10.74.0 (10*79^2 + 74*79) | No | |
| 482 | 4.000000 | 8.6 | 6.8 (6*79 + 8) | Electronics > Computers | No |
These are the training products that have the "SOLID OAK" tag (processing sequence 3497). 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 |
|---|---|---|---|---|---|---|---|
| 6203 | Oak Sideboard With Drawers | 68256 | TV STAND | 41386 | none | ||
| 6189 | Double Cross Dining Table | 26870 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none | |
| 6195 | Oak & Glass Dining Table | 26870 | Furniture > Tables > Kitchen & Dining Room Tables | none | 0 | none | |
| 6204 | Oak Taper Leg Desk | 482 | Electronics > Computers | DESKS, LAPTOP | -26388 | none | |
| 6196 | Oak TV Stand | 0 | TV STAND | -26870 | none |