Fold 1 - Understanding why coefficient 25123 was selected
Tag: BRACELET
Selected Coefficient: 25123
Taxonomy Path: 1.2.4
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Bandanas & Headties
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 25123 | 1.000000 | 1.2.4 | 4.2.1 (4*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | Yes |
| 3813502 | 1.000000 | 14.3.58.7 | 7.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | No |
These are the training products that have the "BRACELET" tag (processing sequence 2660). 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 |
|---|---|---|---|---|---|---|---|
| 16930 | La Catrina Ornament | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 3788379 | none | |
| 17013 | Luchador Bandana | 25123 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | 0 | none |