Fold 4 - Understanding why coefficient 229471433 was selected
Tag: OUTERWEAR
Selected Coefficient: 229471433
Taxonomy Path: 1.1.10.2.9
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 229471433 | 1.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | Yes |
| 305706476 | 1.000000 | 1.1.10.2.12 | 12.2.10.1.1 (12*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "OUTERWEAR" tag (processing sequence 1800). 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 |
|---|---|---|---|---|---|---|---|
| 9445 | Men's Sweater Fleece Jacket | 305706476 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 76235043 | none | |
| 8996 | Iron Heart IHJ-118-OLV Collarless Lightweight Quilted Jacket - Olive | 229471433 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 0 | none | |
| 6840 | Grey Oversized Sweatshirt | 0 | SWEATSHIRT, OVERSIZED, GRAPHIC PRINT | -229471433 | none |