Fold 2 - Understanding why coefficient -2958234 was selected
Tag: MEN'S
Selected Coefficient: -2958234
Taxonomy Path: -0.0.0.6
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -2958234 | 5.000006 | -0.0.0.6 | -6.0.0.0 (-(6*79^3)) | Yes | |
| 0 | 5.000008 | 0 | 0 (0) | No | |
| 1048568 | 7.000322 | 1.1.10.2 | 2.10.1.1 (2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | No |
| 3513763 | 7.000325 | 1.1.10.7 | 7.10.1.1 (7*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Motorcycle Outerwear | No |
| 5997681 | 7.000483 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 4518564 | 7.000483 | 1.1.13.9 | 9.13.1.1 (9*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
These are the training products that have the "MEN'S" tag (processing sequence 3576). 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 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 8955915 | none | |
| 18246 | Sketch Style Unisex Tank Top | 4518564 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | 7476798 | none | |
| 10864 | 2022 Sturgis Motorcycle Rally Vintage Map Zip-Up Hoodie | 3513763 | Apparel & Accessories > Clothing > Outerwear > Motorcycle Outerwear | none | 6471997 | none | |
| 18247 | LLAP Unisex Hoodie | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 4006802 | Apparel & Accessories > Clothing > Outerwear > Liners & Insulators | OUTERWEAR |
| 18236 | Peace.Love.LLAP Unisex Hoodie | 1048568 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets | none | 4006802 | Apparel & Accessories > Clothing > Outerwear > Liners & Insulators | OUTERWEAR |
| 3184 | Woohoo! Natural Deodorant - Tux (NEW Extra Strength!) | 0 | ALUMINIUM-FREE | 2958234 | none | ||
| 17906 | HERMES Chaine D'Ancre GM | 0 | BRACELETS | 2958234 | none | ||
| 18231 | Vulcan Hand Salute Outline V-Neck T-Shirt - Unisex/Mens in Purple | 0 | V-NECK | 2958234 | none | ||
| 18234 | Spock Rocks Unisex T-Shirt | -2958234 | CREWNECK | 0 | none | ||
| 18250 | Galaxy Spock Unisex Long Sleeve Tee | -2958234 | CREWNECK | 0 | none | ||
| 18265 | LLAP Hand Salute Unisex T-Shirt | -2958234 | CREWNECK | 0 | none | ||
| 18266 | Remake of Leonard Nimoy's Famous "Leonard Who?" Shirt | -2958234 | CREWNECK | 0 | none |