Fold 4 - Understanding why coefficient -4758492 was selected
Tag: 2022
Selected Coefficient: -4758492
Taxonomy Path: -1.68.20.13
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| -4758492 | 6.000000 | -1.68.20.13 | -13.20.68.1 (-(13*71^3 + 20*71^2 + 68*71 + 1)) | Yes | |
| -2928811 | 6.000000 | -61.70.12.8 | -8.12.70.61 (-(8*71^3 + 12*71^2 + 70*71 + 61)) | No | |
| -2928732 | 6.000000 | -53.69.12.8 | -8.12.69.53 (-(8*71^3 + 12*71^2 + 69*71 + 53)) | No | |
| -2570986 | 6.000000 | -5.1.13.7 | -7.13.1.5 (-(7*71^3 + 13*71^2 + 71 + 5)) | No | |
| 725 | 6.000000 | 15.10 | 10.15 (10*71 + 15) | Luggage & Bags > Messenger Bags | No |
| 666135 | 6.000000 | 13.10.61.1 | 1.61.10.13 (357911 + 61*71^2 + 10*71 + 13) | No | |
| 255211014 | 6.000000 | 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 161). 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 | |
| 8720 | Mercedes Benz AMG Petronas F1 Thermal Drink Tumbler -Black | 666135 | BLACK | 5424627 | ADULT, FANWEAR, MD | ||
| 8661 | BMW "M" Motorsport Puma Statement Small Messenger Bag | 725 | Luggage & Bags > Messenger Bags | none | 4759217 | ADULT | |
| 8718 | McLaren F1 Kid's Dynamic Sweatshirt - Youth Phantom | -2570986 | BLUE, BLACK, KIDS | 2187506 | GRAY, FANWEAR | ||
| 8878 | Mercedes Benz AMG Petronas F1 Water Bottle-Black | -2928732 | BLACK, KIDS | 1829760 | ADULT, FANWEAR, MD | ||
| 8730 | Mercedes Benz AMG Petronas F1 Packable Backpack Black | -2928811 | BLACK, KIDS | 1829681 | ADULT, FANWEAR | ||
| 8662 | Scuderia Ferrari LS Wallet - Blue | -4758492 | BLUE, MEN | 0 | FANWEAR |