Fold 1 - Understanding why coefficient -3430722 was selected
Tag: MEN'S
Selected Coefficient: -3430722
Taxonomy Path: -0.0.0.6
Taxonomy Name:
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| -3430722 | 7.000009 | -0.0.0.6 | -6.0.0.0 (-(6*83^3)) | Yes | |
| 0 | 7.000012 | 0 | 0 (0) | No | |
| 5235724 | 12.012342 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 12.012344 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 4663937 | 12.012344 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 12.012629 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 21332 | 12.072289 | 1.8.3 | 3.8.1 (3*83^2 + 8*83 + 1) | No |
These are the training products that have the "MEN'S" tag (processing sequence 5431). 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 |
|---|---|---|---|---|---|---|---|
| 17901 | GUCCI chunky-knit wool jumper #XL | 6951085 | none | 10381807 | none | ||
| 18246 | Sketch Style Unisex Tank Top | 5235724 | none | 8666446 | none | ||
| 10863 | 2022 Bike Week Daytona Beach Bright Skull Muscle Shirt | 5235724 | none | 8666446 | ROYAL BLUE | ||
| 18231 | Vulcan Hand Salute Outline V-Neck T-Shirt - Unisex/Mens in Purple | 4663937 | none | 8094659 | V-NECK | ||
| 18236 | Peace.Love.LLAP Unisex Hoodie | 1212548 | none | 4643270 | none | ||
| 18247 | LLAP Unisex Hoodie | 1212548 | none | 4643270 | none | ||
| 30097 | Men's Devon Nitro Paddock Boot | 21332 | none | 3452054 | none | ||
| 3024 | Simple Naked Goat's Milk Shaving Bar with Bentonite Clay | 0 | NOURISHING | 3430722 | none | ||
| 3096 | Global Soap Beer Soap for Shower, Shampoo & Shave! | 0 | NOURISHING | 3430722 | SCRUB | ||
| 3102 | Global Soap Shaving Soap with Tin | 0 | NOURISHING | 3430722 | SCRUB | ||
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | ALUMINIUM-FREE | 3430722 | none | ||
| 17906 | HERMES Chaine D'Ancre GM | 0 | BRACELETS | 3430722 | JEWELRY & WATCHES | ||
| 18234 | Spock Rocks Unisex T-Shirt | -3430722 | CREWNECK | 0 | none | ||
| 18250 | Galaxy Spock Unisex Long Sleeve Tee | -3430722 | CREWNECK | 0 | none | ||
| 18252 | Men's Trekkie Sketch All-over T-shirt | -3430722 | CREWNECK | 0 | none | ||
| 18254 | Galaxy Spock Short-Sleeve Unisex T-Shirt | -3430722 | CREWNECK | 0 | none | ||
| 18265 | LLAP Hand Salute Unisex T-Shirt | -3430722 | CREWNECK | 0 | none | ||
| 18266 | Remake of Leonard Nimoy's Famous "Leonard Who?" Shirt | -3430722 | CREWNECK | 0 | none | ||
| 18087 | "The Vulcan" Half-Face Spock Shirt | -3430722 | CREWNECK | 0 | none |