Fold 4 - Understanding why coefficient 4663937 was selected
Tag: MEN'S
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| 4663937 | 3.012342 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 5235724 | 3.012356 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 3.012356 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 3.013647 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 4071483 | 3.013647 | 1.1.10.7 | 7.10.1.1 (7*83^3 + 10*83^2 + 83 + 1) | No | |
| 21332 | 3.156627 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | No | |
| 12104235 | 14.000000 | 13.3.14.21 | 21.14.3.13 (21*83^3 + 14*83^2 + 3*83 + 13) | No |
These are the training products that have the "MEN'S" tag (processing sequence 4435). 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 |
|---|---|---|---|---|---|---|---|
| 3024 | Simple Naked Goat's Milk Shaving Bar with Bentonite Clay | 12104235 | none | 7440298 | CHRISTMAS GIFT IDEAS | ||
| 3102 | Global Soap Shaving Soap with Tin | 12104235 | none | 7440298 | SCRUB, CHRISTMAS GIFT IDEAS, SKINCARE | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 12104235 | none | 7440298 | SCRUB, SKINCARE | ||
| 17901 | GUCCI chunky-knit wool jumper #XL | 6951085 | none | 2287148 | none | ||
| 10863 | 2022 Bike Week Daytona Beach Bright Skull Muscle Shirt | 5235724 | none | 571787 | none | ||
| 18231 | Vulcan Hand Salute Outline V-Neck T-Shirt - Unisex/Mens in Purple | 4663937 | none | 0 | none | ||
| 10539 | GrandPrix Originals USA Porsche RS Multicar Unisex T-Shirt - Navy | 4663937 | none | 0 | none | ||
| 18087 | "The Vulcan" Half-Face Spock Shirt | 4663937 | none | 0 | none | ||
| 18254 | Galaxy Spock Short-Sleeve Unisex T-Shirt | 4663937 | none | 0 | none | ||
| 18256 | LLAP Short-Sleeve Unisex T-Shirt | 4663937 | none | 0 | none | ||
| 18265 | LLAP Hand Salute Unisex T-Shirt | 4663937 | none | 0 | none | ||
| 18234 | Spock Rocks Unisex T-Shirt | 4663937 | none | 0 | none | ||
| 18250 | Galaxy Spock Unisex Long Sleeve Tee | 4663937 | none | 0 | none | ||
| 18252 | Men's Trekkie Sketch All-over T-shirt | 4663937 | none | 0 | none | ||
| 10864 | 2022 Sturgis Motorcycle Rally Vintage Map Zip-Up Hoodie | 4071483 | none | -592454 | none | ||
| 18247 | LLAP Unisex Hoodie | 1212548 | none | -3451389 | none | ||
| 30097 | Men's Devon Nitro Paddock Boot | 21332 | none | -4642605 | none |