Fold 0 - Understanding why coefficient 1048568 was selected
Tag: OUTERWEAR
Selected Coefficient: 1048568
Taxonomy Path: 1.1.10.2
Taxonomy Name: Apparel & Accessories > Clothing > Outerwear > Coats & Jackets
Products with this tag: 6
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1048568 | 2.000000 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 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 | No |
| 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 |
| 0 | 4.000160 | 0 | 0 (0) | No | |
| 72008658 | 4.000160 | 0.0.4.67.1 | 1.67.4.0.0 (38950081 + 67*79^3 + 4*79^2) | No |
These are the training products that have the "OUTERWEAR" tag (processing sequence 4020). 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 | 467400972 | none | |
| 8996 | Iron Heart IHJ-118-OLV Collarless Lightweight Quilted Jacket - Olive | 351599297 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Puffer Jackets | none | 350550729 | TOPS | |
| 5886 | Vintage Black Oversized Sweatshirt | 72008658 | GRAPHIC PRINT | 70960090 | PLANT | ||
| 18247 | LLAP Unisex Hoodie | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none | |
| 18255 | Vulcan Hand Salute Unisex Fleece Pullover | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none | |
| 6840 | Grey Oversized Sweatshirt | 0 | GRAPHIC PRINT | -1048568 | none |