Fold 2 - Understanding why coefficient -2928893 was selected
Tag: LEWIS HAMILTON
Selected Coefficient: -2928893
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 7
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 | 4.014283 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | Yes | |
| 401495414 | 4.014481 | 70.69.54.56.15 | 15.56.54.69.70 (15*71^4 + 56*71^3 + 54*71^2 + 69*71 + 70) | No | |
| -3982391 | 4.042254 | -1.0.9.11 | -11.9.0.1 (-(11*71^3 + 9*71^2 + 1)) | No | |
| -5857786 | 6.014085 | -2.2.26.16 | -16.26.2.2 (-(16*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -8342928 | 6.014085 | -2.1.22.23 | -23.22.1.2 (-(23*71^3 + 22*71^2 + 71 + 2)) | No | |
| -11271821 | 7.000000 | -3.2.35.31 | -31.35.2.3 (-(31*71^3 + 35*71^2 + 2*71 + 3)) | No | |
| 8721097 | 7.000000 | 25.2.26.24 | 24.26.2.25 (24*71^3 + 26*71^2 + 2*71 + 25) | No |
These are the training products that have the "LEWIS HAMILTON" tag (processing sequence 104). 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 | 404424307 | GEORGE RUSSELL | ||
| 8640 | Mercedes AMG Petronas F1 Lewis Hamilton Flag | 8721097 | PURPLE | 11649990 | KIDS, WOMEN, ADULT | ||
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | -2928893 | GREEN, MEN | 0 | GEORGE RUSSELL | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE | 0 | WOMEN, GEORGE RUSSELL | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -3982391 | BLACK, BLUE, WHITE, PURPLE, GREY | -1053498 | PEACH, WOMEN, ADULT | ||
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | -5857786 | BLACK, WHITE, MEN | -2928893 | GEORGE RUSSELL | ||
| 6719 | Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green | -8342928 | BLACK, WHITE, GREEN | -5414035 | WOMEN, ADULT, GEORGE RUSSELL | ||
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | -11271821 | BLACK, BLUE, WHITE, PINK, GREEN, PURPLE, GREY | -8342928 | YELLOW, KIDS, PEACH, WOMEN |