Fold 1 - Understanding why coefficient -4758492 was selected
Tag: 2022
Selected Coefficient: -4758492
Taxonomy Path: -1.68.20.13
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -4758492 | 7.000000 | -1.68.20.13 | -13.20.68.1 (-(13*71^3 + 20*71^2 + 68*71 + 1)) | Yes | |
| -2928953 | 7.000000 | -61.1.13.8 | -8.13.1.61 (-(8*71^3 + 13*71^2 + 71 + 61)) | No | |
| -2928874 | 7.000000 | -53.0.13.8 | -8.13.0.53 (-(8*71^3 + 13*71^2 + 53)) | No | |
| -2923713 | 7.000000 | -4.70.11.8 | -8.11.70.4 (-(8*71^3 + 11*71^2 + 70*71 + 4)) | No | |
| -1855306 | 7.000000 | -5.3.13.5 | -5.13.3.5 (-(5*71^3 + 13*71^2 + 3*71 + 5)) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 443605 | 7.000000 | 68.70.16.1 | 1.16.70.68 (357911 + 16*71^2 + 70*71 + 68) | No | |
| 255211014 | 7.000000 | 23.4.4.3.10 | 10.3.4.4.23 (10*71^4 + 3*71^3 + 4*71^2 + 4*71 + 23) | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain Bikes | No |
These are the training products that have the "2022" tag (processing sequence 218). 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 |
|---|---|---|---|---|---|---|---|
| 8282 | Norco 2022 Storm 1 Mountain Bike | 255211014 | Sporting Goods > Outdoor Recreation > Cycling > Bicycles > Mountain Bikes | none | 259969506 | none | |
| 8828 | Scuderia Ferrari F1 2022 Kids Team Baseball Hat-Youth Red | 443605 | KIDS | 5202097 | ACCESSORIES | ||
| 8709 | McLaren F1 Women's Speedmark Logo T-Shirt - White | 0 | WHITE | 4758492 | WOMEN | ||
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -1855306 | BLACK, BLUE, YOUTH, KIDS | 2903186 | none | ||
| 8708 | McLaren F1 Leather Strap Keyring | -2923713 | BLACK, KIDS | 1834779 | WOMEN, ACCESSORIES | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -2928874 | BLACK, KIDS | 1829618 | WOMEN, ACCESSORIES, ADULT, MD | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -2928953 | BLACK, KIDS | 1829539 | WOMEN, ACCESSORIES, ADULT | ||
| 8662 | Scuderia Ferrari LS Wallet - Blue | -4758492 | BLUE, MEN | 0 | ACCESSORIES |