Fold 2 - Understanding why coefficient -1431644 was selected
Tag: GEORGE RUSSELL
Selected Coefficient: -1431644
Taxonomy Path: -0.0.0.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -1431644 | 4.000201 | -0.0.0.4 | -4.0.0.0 (-(4*71^3)) | Yes | |
| 0 | 4.000201 | 0 | 0 (0) | No | |
| 404424307 | 4.000397 | 0.0.68.64.15 | 15.64.68.0.0 (15*71^4 + 64*71^3 + 68*71^2) | No | |
| -2928893 | 4.014085 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -5414035 | 4.028169 | -1.0.9.15 | -15.9.0.1 (-(15*71^3 + 9*71^2 + 1)) | No | |
| 124538628 | 6.000000 | 13.10.68.63.4 | 4.63.68.10.13 (4*71^4 + 63*71^3 + 68*71^2 + 10*71 + 13) | No |
These are the training products that have the "GEORGE RUSSELL" tag (processing sequence 1277). 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 | 404424307 | BLACK, MEN, LEWIS HAMILTON | 405855951 | none | ||
| 8760 | Mercedes AMG Petronas F1 George Russell Mug | 124538628 | BLUE, WOMEN, ADULT | 125970272 | none | ||
| 6672 | Mercedes AMG Petronas F1 2023 Men's Set Up Driver T-Shirt - Volt Green | 0 | GREEN, MEN, LEWIS HAMILTON | 1431644 | none | ||
| 6673 | Mercedes AMG Petronas F1 George Russell Sports T-Shirt | -1431644 | BLUE, WOMEN, ADULT | 0 | none | ||
| 6717 | Mercedes AMG Petronas F1 2023 Men's Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE, MEN, LEWIS HAMILTON | -1497249 | none | ||
| 6671 | Mercedes AMG Petronas F1 2023 Women's Driver T-Shirt - Black/White | -2928893 | BLACK, WHITE, LEWIS HAMILTON, WOMEN | -1497249 | none | ||
| 6719 | Mercedes AMG Petronas F1 2023 Team Baseball Hat- Black/White/Green | -5414035 | BLACK, WHITE, GREEN, LEWIS HAMILTON, WOMEN, ADULT | -3982391 | none |