Fold 2 - 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: 17
Unique residual values tried: 13
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 | 9.012981 | 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 | 9.012987 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 78892561 | 9.013459 | 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 | 9.088608 | 1.2.17.1 | 1.17.2.1 (493039 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 4437351 | 13.025318 | 0.0.0.9 | 9.0.0.0 (9*79^3) | No | |
| 0 | 13.025318 | 0 | 0 (0) | No | |
| 542572 | 13.037975 | 0.74.7.1 | 1.7.74.0 (493039 + 7*79^2 + 74*79) | No | |
| -592737 | 13.037975 | -0.77.15.1 | -1.15.77.0 (-(493039 + 15*79^2 + 77*79)) | No | |
| -598490 | 14.025316 | -65.70.16.1 | -1.16.70.65 (-(493039 + 16*79^2 + 70*79 + 65)) | No | |
| 5549132 | 14.025316 | 14.11.20.11 | 11.20.11.14 (11*79^3 + 20*79^2 + 11*79 + 14) | No | |
| -599201 | 14.025316 | -65.0.17.1 | -1.17.0.65 (-(493039 + 17*79^2 + 65)) | No | |
| -161729594 | 16.000000 | -4.4.2.12.4 | -4.12.2.4.4 (-(4*79^4 + 12*79^3 + 2*79^2 + 4*79 + 4)) | No | |
| -25044 | 16.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | No |
These are the training products that have the "2022" tag (processing sequence 3283). 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 |
|---|---|---|---|---|---|---|---|
| 11757 | Hertford HC - GK Smock (Long Sleeve) - Blue | 78892561 | Apparel & Accessories > Clothing > Activewear > Activewear Tops > T-Shirts | none | 74867036 | none | |
| 11674 | Buckingham HC - GK Smock (Short Sleeve) - Green | 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 | ||
| 11765 | Coventry & NW GK Smock Top (Short Sleeve) - Pink | 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 | |
| 11676 | Buckingham HC - GK Smock (Long Sleeve) - Yellow | 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 | |
| 14030 | Y1 Smart Coach - Rugby LCD Coaching Board | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | SPD | -3426230 | none | |
| 14040 | Indoor LTD Pride 50 | 542572 | PRIDE, SPD | -3482953 | none | ||
| 8709 | McLaren F1 Women's Speedmark Logo T-Shirt - White | 0 | APPAREL | -4025525 | none | ||
| 8828 | Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red | -25044 | RED, ACCESSORIES | -4050569 | none | ||
| 8708 | McLaren F1 Leather Strap Keyring | -592737 | ACCESSORIES | -4618262 | none | ||
| 8661 | BMW "M" Motorsport Puma Statement Small Messenger Bag | -598490 | ACCESSORIES | -4624015 | none | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -599201 | ACCESSORIES | -4624726 | none | ||
| 14383 | Theo Top | -161729594 | FAIRE, LARGE, MEDIUM | -165755119 | none |