Fold 1 - Understanding why coefficient 20591 was selected
Tag: ESSENTIEL
Selected Coefficient: 20591
Taxonomy Path: 1.6.4
Taxonomy Name: Apparel & Accessories > Jewelry > Brooches & Lapel Pins
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 20591 | 1.014085 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | Yes |
| 1139338 | 1.028169 | 1.1.13.3 | 3.13.1.1 (3*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "ESSENTIEL" tag (processing sequence 699). 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 |
|---|---|---|---|---|---|---|---|
| 885 | Diametro | 1139338 | Apparel & Accessories > Clothing > Clothing Tops > Cardigans | none | 1118747 | none | |
| 883 | Dezorro | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 892 | Dobber | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 0 | none | |
| 877 | Desdemona | 0 | BUTTON DOWN SHIRT | -20591 | none |