Fold 4 - Understanding why coefficient 187389 was selected
Tag: CAMEL WATCH STRAP
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 5
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 | 0.012658 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
| 555924 | 0.050633 | 1.6.10.1 | 1.10.6.1 (493039 + 10*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | No |
These are the training products that have the "CAMEL WATCH STRAP" tag (processing sequence 923). 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 |
|---|---|---|---|---|---|---|---|
| 12129 | Tan Silicone Strap - Rose Gold Buckle | 555924 | Apparel & Accessories > Jewelry > Watch Accessories > Watch Bands | none | 368535 | none | |
| 12107 | Tan Silicone Strap - Matte Rose Gold Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 12127 | Terra Strap - Rose Gold Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | ROSE GOLD BUCKLE | |
| 12128 | Terra Strap - Matte Black Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 12138 | Tan Silicone Strap - Silver Buckle | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none |