Fold 4 - Understanding why coefficient 187389 was selected
Tag: ROSE GOLD BUCKLE
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 187389 | 1.000000 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ROSE GOLD BUCKLE" tag (processing sequence 2480). 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 |
|---|---|---|---|---|---|---|---|
| 12098 | Orange Silicone Strap - Rose Gold Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | SKY BLUE | |
| 12118 | Sand Silicone Strap - Rose Gold Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 12127 | Terra Strap - Rose Gold Buckle | 0 | CAMEL WATCH STRAP | -187389 | none |