Fold 3 - 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: 7
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 | 1.000160 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | Yes |
| 351599297 | 1.000160 | 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 |
| 624249864 | 1.000160 | 1.1.10.2.16 | 16.2.10.1.1 (16*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | No |
| 78992417 | 1.000801 | 1.1.17.2.2 | 2.2.17.1.1 (2*79^4 + 2*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Loungewear > Loungewear Tops | No |
| 467400972 | 6.000000 | 0.0.0.0.12 | 12.0.0.0.0 (12*79^4) | No |
These are the training products that have the "OUTERWEAR" tag (processing sequence 3570). 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 |
|---|---|---|---|---|---|---|---|
| 18235 | Spock, LLAP + Hand Salute Unisex Zippered Sweatshirt | 624249864 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Windbreakers | none | 623201296 | none | |
| 12615 | Aztec Jacket in Charcoal and Berry | 467400972 | JACKET | 466352404 | 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 | 78992417 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Loungewear > Loungewear Tops | none | 77943849 | none | |
| 18236 | Peace.Love.LLAP Unisex Hoodie | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 0 | none | |
| 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 |