Fold 1 - Understanding why coefficient 4025525 was selected
Tag: 2022
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 19
Unique residual values tried: 17
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? |
|---|---|---|---|---|---|
| 4025525 | 14.000162 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 3532486 | 14.000166 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 78892561 | 14.000641 | 1.1.1.2.2 | 2.2.1.1.1 (2*79^4 + 2*79^3 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | No |
| 493039 | 14.012823 | 0.0.0.1 | 1.0.0.0 (493039) | No | |
| 0 | 14.012823 | 0 | 0 (0) | No | |
| 4437351 | 14.012823 | 0.0.0.9 | 9.0.0.0 (9*79^3) | No | |
| -75360075 | 14.013139 | -0.0.67.73.1 | -1.73.67.0.0 (-(38950081 + 73*79^3 + 67*79^2)) | No | |
| -592737 | 14.050633 | -0.77.15.1 | -1.15.77.0 (-(493039 + 15*79^2 + 77*79)) | No | |
| 391005230 | 17.012658 | 23.4.4.3.10 | 10.3.4.4.23 (10*79^4 + 3*79^3 + 4*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain Bikes | No |
| -599201 | 17.012658 | -65.0.17.1 | -1.17.0.65 (-(493039 + 17*79^2 + 65)) | No | |
| 599317 | 17.012658 | 23.2.17.1 | 1.17.2.23 (493039 + 17*79^2 + 2*79 + 23) | No | |
| 5549132 | 17.012658 | 14.11.20.11 | 11.20.11.14 (11*79^3 + 20*79^2 + 11*79 + 14) | No | |
| -725 | 18.000000 | -14.9 | -9.14 (-(9*79 + 14)) | No | |
| -3114102 | 18.000000 | -1.77.24.6 | -6.24.77.1 (-(6*79^3 + 24*79^2 + 77*79 + 1)) | No | |
| -119921134 | 18.000000 | -3.4.18.6.3 | -3.6.18.4.3 (-(3*79^4 + 6*79^3 + 18*79^2 + 4*79 + 3)) | No | |
| -4631707 | 18.000000 | -16.11.31.9 | -9.31.11.16 (-(9*79^3 + 31*79^2 + 11*79 + 16)) | No | |
| 598956 | 18.000000 | 57.76.16.1 | 1.16.76.57 (493039 + 16*79^2 + 76*79 + 57) | No |
These are the training products that have the "2022" tag (processing sequence 3290). 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 |
|---|---|---|---|---|---|---|---|
| 8282 | Norco 2022 Storm 1 Mountain Bike | 391005230 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain Bikes | none | 386979705 | none | |
| 11757 | Hertford HC - GK Smock (Long Sleeve) - Blue | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 74867036 | none | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 5549132 | ACCESSORIES, MD | 1523607 | none | ||
| 10598 | Mercedes Benz AMG Petronas F1 Stealth Racer Hat - Black | 4437351 | ACCESSORIES | 411826 | none | ||
| 11676 | Buckingham HC - GK Smock (Long Sleeve) - Yellow | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11765 | Coventry & NW GK Smock Top (Short Sleeve) - Pink | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11693 | Penzance HC - GK Smock (Long Sleeve) - Yellow | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11675 | Buckingham HC - GK Smock (Long Sleeve) - Blue | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | -493039 | none | |
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 599317 | ACCESSORIES, MD | -3426208 | none | ||
| 14040 | Indoor LTD Pride 50 | 598956 | PRIDE, SPD | -3426569 | none | ||
| 14327 | Longsleeve Val - RUST | 493039 | LONG SLEEVES, ONE SIZE | -3532486 | none | ||
| 8828 | Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red | 0 | ACCESSORIES | -4025525 | none | ||
| 8709 | McLaren F1 Women's Speedmark Logo T-Shirt - White | -725 | GRAY, APPAREL | -4026250 | none | ||
| 8708 | McLaren F1 Leather Strap Keyring | -592737 | ACCESSORIES | -4618262 | none | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -599201 | ACCESSORIES | -4624726 | none | ||
| 8662 | Scuderia Ferrari LS Wallet - Blue | -3114102 | BLUE, ACCESSORIES | -7139627 | none | ||
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -4631707 | BLUE, ORANGE, GRAY, APPAREL | -8657232 | none | ||
| 11694 | Exeter TA - GK Smock (Long Sleeve) - Yellow | -75360075 | EXETER TA | -79385600 | none | ||
| 14383 | Theo Top | -119921134 | SMALL, FAIRE, LARGE | -123946659 | none |