Fold 0 - Understanding why coefficient -8342928 was selected
Tag: LEWIS HAMILTON
Selected Coefficient: -8342928
Taxonomy Path: -2.1.22.23
Taxonomy Name:
Products with this tag: 10
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| -7627106 | 6.028172 | -2.1.22.21 | -21.22.1.2 (-(21*71^3 + 22*71^2 + 71 + 2)) | No | |
| -6573608 | 6.028172 | -2.2.26.18 | -18.26.2.2 (-(18*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -5857786 | 6.028172 | -2.2.26.16 | -16.26.2.2 (-(16*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -8342928 | 6.028172 | -2.1.22.23 | -23.22.1.2 (-(23*71^3 + 22*71^2 + 71 + 2)) | Yes | |
| -2928893 | 7.000198 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 401495414 | 7.000397 | 70.69.54.56.15 | 15.56.54.69.70 (15*71^4 + 56*71^3 + 54*71^2 + 69*71 + 70) | No | |
| -2929039 | 9.000000 | -5.3.13.8 | -8.13.3.5 (-(8*71^3 + 13*71^2 + 3*71 + 5)) | No | |
| -123 | 9.000000 | -52.1 | -1.52 (-(71 + 52)) | No | |
| -4703545 | 9.000000 | -8.4.10.13 | -13.10.4.8 (-(13*71^3 + 10*71^2 + 4*71 + 8)) | No |
These are the training products that have the "LEWIS HAMILTON" tag (processing sequence 98). 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 |
|---|---|---|---|---|---|---|---|
| 6670 | Mercedes AMG Petronas F1 2023 Men's Team Softshell Jacket | 401495414 | BLACK, MEN | 409838342 | GEORGE RUSSELL | ||
| 8640 | Mercedes AMG Petronas F1 Lewis Hamilton Flag | -123 | KIDS | 8342805 | WOMEN, ACCESSORIES, ADULT | ||
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | -2928893 | GREEN, MEN | 5414035 | GEORGE RUSSELL | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE | 5414035 | GEORGE RUSSELL, WOMEN, MD | ||
| 6764 | Mercedes AMG Petronas F1 2023 Kids Driver T-Shirt - Black/White | -2929039 | BLACK, WHITE, KIDS | 5413889 | GEORGE RUSSELL | ||
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | -4703545 | BLACK, WHITE, GREEN, GREY, YELLOW, KIDS | 3639383 | WOMEN, ACCESSORIES | ||
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | -5857786 | BLACK, WHITE, MEN | 2485142 | GEORGE RUSSELL | ||
| 6681 | Mercedes AMG Petronas F1 2023 Men's Team Polo - Black/White | -6573608 | BLACK, WHITE, MEN | 1769320 | GEORGE RUSSELL | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -7627106 | BLACK, WHITE, GREY | 715822 | WOMEN, ACCESSORIES, ADULT | ||
| 6719 | Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green | -8342928 | BLACK, WHITE, GREEN | 0 | GEORGE RUSSELL, WOMEN, ADULT |