Fold 0 - Understanding why coefficient -2928893 was selected
Tag: ADULT
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 23
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? |
|---|---|---|---|---|---|
| -2928893 | 14.028183 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 1008128 | 14.028183 | 70.69.57.2 | 2.57.69.70 (2*71^3 + 57*71^2 + 69*71 + 70) | No | |
| 1723950 | 14.028186 | 70.69.57.4 | 4.57.69.70 (4*71^3 + 57*71^2 + 69*71 + 70) | No | |
| -1855160 | 14.028186 | -1.1.13.5 | -5.13.1.1 (-(5*71^3 + 13*71^2 + 71 + 1)) | No | |
| -1497249 | 14.028186 | -1.1.13.4 | -4.13.1.1 (-(4*71^3 + 13*71^2 + 71 + 1)) | No | |
| 272071 | 14.112676 | 70.68.53 | 53.68.70 (53*71^2 + 68*71 + 70) | No | |
| -761192 | 14.112676 | -1.0.9.2 | -2.9.0.1 (-(2*71^3 + 9*71^2 + 1)) | No | |
| 357911 | 17.000008 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| 0 | 17.000008 | 0 | 0 (0) | No | |
| 123041379 | 21.014085 | 12.9.55.59.4 | 4.59.55.9.12 (4*71^4 + 59*71^3 + 55*71^2 + 9*71 + 12) | No | |
| 222384 | 21.014085 | 12.8.44 | 44.8.12 (44*71^2 + 8*71 + 12) | No | |
| 357258 | 22.000000 | 57.61.70 | 70.61.57 (70*71^2 + 61*71 + 57) | No | |
| -1855813 | 22.000000 | -15.10.13.5 | -5.13.10.15 (-(5*71^3 + 13*71^2 + 10*71 + 15)) | No | |
| -8342928 | 22.000000 | -2.1.22.23 | -23.22.1.2 (-(23*71^3 + 22*71^2 + 71 + 2)) | No | |
| 2485867 | 22.000000 | 15.9.67.6 | 6.67.9.15 (6*71^3 + 67*71^2 + 9*71 + 15) | No | |
| 7899054 | 22.000000 | 20.68.4.22 | 22.4.68.20 (22*71^3 + 4*71^2 + 68*71 + 20) | No | |
| -14200714 | 22.000000 | -4.3.48.39 | -39.48.3.4 (-(39*71^3 + 48*71^2 + 3*71 + 4)) | No |
These are the training products that have the "ADULT" tag (processing sequence 383). 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 | 123041379 | GEORGE RUSSELL, WOMEN, ACCESSORIES | 125970272 | MD | ||
| 8640 | Mercedes AMG Petronas F1 Lewis Hamilton Flag | 7899054 | KIDS, LEWIS HAMILTON, WOMEN, ACCESSORIES | 10827947 | none | ||
| 8661 | BMW "M" Motorsport Puma Statement Small Messenger Bag | 2485867 | ACCESSORIES | 5414760 | 2022 | ||
| 8860 | Alpine Racing F1 New Era 9FIFTY ESports Pre-curve Hat | 1723950 | BLACK, WOMEN, ACCESSORIES | 4652843 | none | ||
| 8926 | Red Bull Racing F1 New Era 9Fifty 2023 Max Verstappen Team Hat | 1008128 | NAVY, WOMEN, ACCESSORIES | 3937021 | none | ||
| 8925 | Red Bull Racing F1 New Era 9Fifty Essential Hat | 1008128 | NAVY, WOMEN, ACCESSORIES | 3937021 | none | ||
| 8670 | BMW Motorsports Puma Beanie- Black | 357911 | BLACK, ACCESSORIES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | MD | |
| 8879 | Alpine Racing F1 2023 New Era Team Cuff Beanie | 357911 | WOMEN, ACCESSORIES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | |
| 8938 | McLaren F1 NEW ERA 2023 Team Cuff Beanie - Papaya | 357911 | WOMEN, ACCESSORIES | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | |
| 8927 | McLaren F1 New Era Essential Cuff Pom Beanie- Papaya/Anthracite | 357258 | GRAY, WOMEN, ACCESSORIES | 3286151 | none | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | 272071 | BLACK, WHITE, GREY, LEWIS HAMILTON, WOMEN, ACCESSORIES | 3200964 | none | ||
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 222384 | BLACK, WOMEN, ACCESSORIES | 3151277 | MD, 2022 | ||
| 8837 | Alpine Racing F1 2023 New Era 9FORTY Team Hat | 0 | WOMEN, ACCESSORIES | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 8877 | Alpine Racing F1 New Era 9FORTY Flawless Hat | 0 | WOMEN, ACCESSORIES | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 8731 | Scuderia AlphaTauri 2021 Italy GP Hat | 0 | WHITE, ACCESSORIES | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | |
| 8759 | Mercedes AMG Petronas F1 George Russell Trucker Hat | -761192 | GEORGE RUSSELL, WOMEN, ACCESSORIES | 2167701 | none | ||
| 8676 | Alfa Romeo Racing F1 2023 Team Bucket Hat- Black | -1497249 | BLACK, WOMEN, ACCESSORIES | 1431644 | none | ||
| 8891 | Red Bull Racing F1 New Era Team Cuff Beanie | -1855160 | NAVY, WOMEN, ACCESSORIES | 1073733 | SERGIO PEREZ | ||
| 8890 | Red Bull Racing F1 New Era Essential Beanie - Navy/Gray | -1855813 | NAVY, GRAY, WOMEN, ACCESSORIES | 1073080 | none | ||
| 8766 | Mercedes AMG Petronas F1 Polka Dot Baseball Hat | -2928893 | BLACK, WOMEN, ACCESSORIES | 0 | none | ||
| 8639 | Formula 1 Tech Limited Edition Saudi Arabian Jeddah GP T-Shirt - White | -2928893 | WHITE, WOMEN | 0 | none | ||
| 6719 | Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green | -8342928 | BLACK, WHITE, GREEN, LEWIS HAMILTON, GEORGE RUSSELL, WOMEN | -5414035 | none | ||
| 8767 | Mercedes AMG Petronas F1 2023 George Russell Dad Baseball Hat | -14200714 | BLACK, WHITE, GREEN, GEORGE RUSSELL, WOMEN, ACCESSORIES | -11271821 | none |