Fold 1 - Understanding why coefficient 351599297 was selected
Tag: OUTERWEAR
Selected Coefficient: 351599297
Taxonomy Path: 1.1.10.2.9
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 351599297 | 2.000000 | 1.1.10.2.9 | 9.2.10.1.1 (9*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | Yes |
| 468449540 | 2.000000 | 1.1.10.2.12 | 12.2.10.1.1 (12*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | No |
| 72008658 | 3.000000 | 0.0.4.67.1 | 1.67.4.0.0 (38950081 + 67*79^3 + 4*79^2) | No | |
| 465809437 | 3.000000 | 78.77.60.75.11 | 11.75.60.77.78 (11*79^4 + 75*79^3 + 60*79^2 + 77*79 + 78) | No |
These are the training products that have the "OUTERWEAR" tag (processing sequence 2245). 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 | 468449540 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Track Jackets | none | 116850243 | none | |
| 12615 | Aztec Jacket in Charcoal and Berry | 465809437 | CHARCOAL, JACKET | 114210140 | none | ||
| 8996 | Iron Heart IHJ-118-OLV Collarless Lightweight Quilted Jacket - Olive | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 0 | none | |
| 5886 | Vintage Black Oversized Sweatshirt | 72008658 | SWEATSHIRT, ACTIVEWEAR, ATHLEISURE, GRAPHIC PRINT | -279590639 | none |