Fold 2 - Understanding why coefficient 87533 was selected
Tag: 8MM
Selected Coefficient: 87533
Taxonomy Path: 1.2.14
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories
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? |
|---|---|---|---|---|---|
| 87533 | 1.000000 | 1.2.14 | 14.2.1 (14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories | Yes |
| 5080583 | 2.000000 | 14.5.24.10 | 10.24.5.14 (10*79^3 + 24*79^2 + 5*79 + 14) | No |
These are the training products that have the "8MM" tag (processing sequence 2510). 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 |
|---|---|---|---|---|---|---|---|
| 18360 | DreadLab - Wood Barrel Dread Beads Mixed Pack | 5080583 | 7MM | 4993050 | Health & Beauty > Personal Care > Hair Care > Hair Styling Products | none | |
| 18363 | DreadLab - Wood Barrel Dread Beads Smooth Mixed Pack | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18373 | DreadLab - Stainless Steel S Pattern Column Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none |