Fold 4 - Understanding why coefficient -2485142 was selected
Tag: ADULT
Selected Coefficient: -2485142
Taxonomy Path: -0.70.66.6
Taxonomy Name:
Products with this tag: 22
Unique residual values tried: 21
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? |
|---|---|---|---|---|---|
| 2167701 | 14.042265 | 0.1.4.6 | 6.4.1.0 (6*71^3 + 4*71^2 + 71) | No | |
| -2485142 | 14.042265 | -0.70.66.6 | -6.66.70.0 (-(6*71^3 + 66*71^2 + 70*71)) | Yes | |
| -1411409 | 14.042265 | -0.70.66.3 | -3.66.70.0 (-(3*71^3 + 66*71^2 + 70*71)) | No | |
| -1053498 | 14.042265 | -0.70.66.2 | -2.66.70.0 (-(2*71^3 + 66*71^2 + 70*71)) | No | |
| 1451879 | 14.042265 | 0.1.4.4 | 4.4.1.0 (4*71^3 + 4*71^2 + 71) | No | |
| 0 | 14.084705 | 0 | 0 (0) | No | |
| -2162589 | 14.084705 | -0.0.3.6 | -6.3.0.0 (-(6*71^3 + 3*71^2)) | No | |
| -397955 | 14.098592 | -0.67.7.1 | -1.7.67.0 (-(357911 + 7*71^2 + 67*71)) | No | |
| 801662 | 19.000003 | 1.2.17.2 | 2.17.2.1 (2*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 443751 | 19.000006 | 1.2.17.1 | 1.17.2.1 (357911 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | No |
| 7309665 | 20.014085 | 2.3.30.20 | 20.30.3.2 (20*71^3 + 30*71^2 + 3*71 + 2) | No | |
| 5141964 | 20.014085 | 2.2.26.14 | 14.26.2.2 (14*71^3 + 26*71^2 + 2*71 + 2) | No | |
| 131112236 | 21.000000 | 15.12.23.11.5 | 5.11.23.12.15 (5*71^4 + 11*71^3 + 23*71^2 + 12*71 + 15) | No | |
| -6129857 | 21.000000 | -1.0.9.17 | -17.9.0.1 (-(17*71^3 + 9*71^2 + 1)) | No | |
| -1412062 | 21.000000 | -14.8.67.3 | -3.67.8.14 (-(3*71^3 + 67*71^2 + 8*71 + 14)) | No | |
| 801009 | 21.000000 | 58.63.16.2 | 2.16.63.58 (2*71^3 + 16*71^2 + 63*71 + 58) | No | |
| 1829681 | 21.000000 | 11.68.7.5 | 5.7.68.11 (5*71^3 + 7*71^2 + 68*71 + 11) | No | |
| 1829760 | 21.000000 | 19.69.7.5 | 5.7.69.19 (5*71^3 + 7*71^2 + 69*71 + 19) | No | |
| 4759217 | 21.000000 | 16.7.21.13 | 13.21.7.16 (13*71^3 + 21*71^2 + 7*71 + 16) | No | |
| 5424627 | 21.000000 | 14.7.11.15 | 15.11.7.14 (15*71^3 + 11*71^2 + 7*71 + 14) | No | |
| -11987643 | 21.000000 | -3.2.35.33 | -33.35.2.3 (-(33*71^3 + 35*71^2 + 2*71 + 3)) | No |
These are the training products that have the "ADULT" tag (processing sequence 374). 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 |
|---|---|---|---|---|---|---|---|
| 8760 | Mercedes AMG Petronas F1 George Russell Mug | 131112236 | BLUE, GEORGE RUSSELL | 133597378 | FANWEAR, MD | ||
| 8759 | Mercedes AMG Petronas F1 George Russell Trucker Hat | 7309665 | BLUE, GEORGE RUSSELL | 9794807 | none | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 5424627 | BLACK, 2022 | 7909769 | FANWEAR, MD | ||
| 6673 | Mercedes AMG Petronas F1 George Russell Sports T-Shirt | 5141964 | BLUE, GEORGE RUSSELL | 7627106 | FANWEAR | ||
| 8661 | BMW "M" Motorsport Puma Statement Small Messenger Bag | 4759217 | 2022 | 7244359 | none | ||
| 8860 | Alpine Racing F1 New Era 9FIFTY ESports Pre-curve Hat | 2167701 | BLACK | 4652843 | none | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | 1829760 | BLACK, KIDS, 2022 | 4314902 | FANWEAR, MD | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | 1829681 | BLACK, KIDS, 2022 | 4314823 | FANWEAR | ||
| 8926 | Red Bull Racing F1 New Era 9Fifty 2023 Max Verstappen Team Hat | 1451879 | NAVY | 3937021 | none | ||
| 8945 | McLaren F1 NEW ERA 2023 Lando Norris Team Cuff Beanie- Papaya | 801662 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none |
| 8879 | Alpine Racing F1 2023 New Era Team Cuff Beanie | 801662 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none |
| 8927 | McLaren F1 New Era Essential Cuff Pom Beanie- Papaya/Anthracite | 801009 | GRAY | 3286151 | FANWEAR | ||
| 8837 | Alpine Racing F1 2023 New Era 9FORTY Team Hat | 443751 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 8639 | Formula 1 Tech Limited Edition Saudi Arabian Jeddah GP T-Shirt - White | 0 | WHITE | 2485142 | FANWEAR | ||
| 8669 | BMW Motorsport PUMA Street Wallet | -397955 | BLACK | 2087187 | none | ||
| 8676 | Alfa Romeo Racing F1 2023 Team Bucket Hat- Black | -1053498 | BLACK | 1431644 | none | ||
| 8912 | Red Bull Racing F1 New Era Kids Team Cuff Beanie | -1411409 | NAVY | 1073733 | none | ||
| 8890 | Red Bull Racing F1 New Era Essential Beanie - Navy/Gray | -1412062 | NAVY, GRAY | 1073080 | FANWEAR | ||
| 8688 | Red Bull Racing F1 Max Verstappen "MV1" Driver Hoodie - Night Sky | -2162589 | NAVY | 322553 | FANWEAR | ||
| 8766 | Mercedes AMG Petronas F1 Polka Dot Baseball Hat | -2485142 | BLACK | 0 | none | ||
| 8767 | Mercedes AMG Petronas F1 2023 George Russell Dad Baseball Hat | -6129857 | BLUE, BLACK, WHITE, GREEN, GEORGE RUSSELL | -3644715 | none | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -11987643 | BLUE, BLACK, WHITE, GREY | -9502501 | PEACH |