Fold 4 - 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: 18
Unique residual values tried: 15
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 | 6.050799 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 4518564 | 6.050805 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 6490720 | 6.050805 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 3532486 | 6.050805 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 78892561 | 6.051755 | 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 |
| 599295 | 6.126584 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 5036646 | 6.126584 | 1.2.17.10 | 10.17.2.1 (10*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | No |
| 6558 | 6.139241 | 1.4.1 | 1.4.1 (6241 + 4*79 + 1) | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | No |
| 3482874 | 6.139241 | 1.5.5.7 | 7.5.5.1 (7*79^3 + 5*79^2 + 5*79 + 1) | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | No |
| -75360075 | 16.000160 | -0.0.67.73.1 | -1.73.67.0.0 (-(38950081 + 73*79^3 + 67*79^2)) | No | |
| 0 | 16.000160 | 0 | 0 (0) | No | |
| 4949837 | 17.000000 | 13.9.3.10 | 10.3.9.13 (10*79^3 + 3*79^2 + 9*79 + 13) | No | |
| 805 | 17.000000 | 15.10 | 10.15 (10*79 + 15) | Luggage & Bags > Messenger Bags | No |
| 22 | 17.000000 | 22 | 22 (22) | No | |
| 391005230 | 17.000000 | 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 |
These are the training products that have the "2022" tag (processing sequence 4425). 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 | |
| 11674 | Buckingham HC - GK Smock (Short Sleeve) - Green | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 74867036 | none | |
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 2465195 | none | |
| 10598 | Mercedes Benz AMG Petronas F1 Stealth Racer Hat - Black | 5036646 | Apparel & Accessories > Clothing Accessories > Hats > Snapback Caps | none | 1011121 | none | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 4949837 | MD | 924312 | none | ||
| 14383 | Theo Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 493039 | none | |
| 8709 | McLaren F1 Women's Speedmark Logo T-Shirt - White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11673 | Buckingham HC - GK Smock (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 | |
| 11765 | Coventry & NW GK Smock Top (Short Sleeve) - Pink | 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 | |
| 8662 | Scuderia Ferrari LS Wallet - Blue | 3482874 | Apparel & Accessories > Handbags, Wallets & Cases > Wallets & Money Clips > Wallets | none | -542651 | none | |
| 8828 | Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | -3426230 | none | |
| 8708 | McLaren F1 Leather Strap Keyring | 6558 | Apparel & Accessories > Handbag & Wallet Accessories > Keychains | none | -4018967 | none | |
| 8661 | BMW "M" Motorsport Puma Statement Small Messenger Bag | 805 | Luggage & Bags > Messenger Bags | none | -4024720 | none | |
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 22 | MD | -4025503 | none | ||
| 14030 | Y1 Smart Coach - Rugby LCD Coaching Board | 0 | SPD | -4025525 | none | ||
| 11694 | Exeter TA - GK Smock (Long Sleeve) - Yellow | -75360075 | EXETER TA | -79385600 | none |