Fold 1 - Understanding why coefficient -493039 was selected
Tag: HOODIE
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| -493039 | 7.000166 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 2465195 | 7.000176 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 2958234 | 7.000176 | 0.0.0.6 | 6.0.0.0 (6*79^3) | No | |
| 0 | 7.000176 | 0 | 0 (0) | No | |
| -5935191 | 7.001442 | -0.0.3.12 | -12.3.0.0 (-(12*79^3 + 3*79^2)) | No | |
| -1560330 | 13.000000 | -1.1.13.3 | -3.13.1.1 (-(3*79^3 + 13*79^2 + 79 + 1)) | No | |
| 6490720 | 15.000000 | 1.1.13.13 | 13.13.1.1 (13*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | No |
| 5473776 | 16.000000 | 24.5.8.11 | 11.8.5.24 (11*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
These are the training products that have the "HOODIE" tag (processing sequence 1692). 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 |
|---|---|---|---|---|---|---|---|
| 330 | Gray Color Block Pullover Hoodie with Pocket | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none |
| 12340 | THE VANGUARD HOODIE: XIX EDITION | 6490720 | Apparel & Accessories > Clothing > Clothing Tops > Hoodies | none | 6983759 | Apparel & Accessories > Clothing > Clothing Tops > Sweatshirts | none |
| 6908 | 10" Hoodie River Otter | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 5966815 | none | |
| 10578 | Mercedes AMG Petronas F1 2023 Team 1/4 Zip Sweatshirt | 2958234 | APPAREL | 3451273 | none | ||
| 12266 | Ultra Lightweight PBC Hoodie | 2465195 | CLOTHING | 2958234 | none | ||
| 11092 | Bear | 0 | SWEATSHIRT | 493039 | none | ||
| 11031 | I-5 Canoe | -493039 | SWEATSHIRT | 0 | none | ||
| 11041 | Fresh Start | -493039 | SWEATSHIRT | 0 | none | ||
| 11015 | Unity Pride | -493039 | SWEATSHIRT | 0 | none | ||
| 11090 | Bear | -493039 | SWEATSHIRT | 0 | none | ||
| 350 | Just Chill Hoodie | -493039 | SWEATSHIRT | 0 | none | ||
| 10884 | Pulling Together | -493039 | SWEATSHIRT | 0 | none | ||
| 12631 | Pair-A-Dice Unisex Pullover Hoodie | -1560330 | APPAREL, COTTON | -1067291 | SWEATSHIRTS | ||
| 12384 | B.S. Snake Unisex Pullover Hoodie Black | -1560330 | APPAREL, COTTON | -1067291 | SWEATSHIRTS | ||
| 12594 | Touch Nature Unisex Pullover Hoodie | -1560330 | APPAREL, COTTON | -1067291 | SWEATSHIRTS | ||
| 12630 | Snapping Rose Sweatshirt Unisex Black | -1560330 | APPAREL, COTTON | -1067291 | SWEATSHIRTS | ||
| 11042 | Fresh Start | -5935191 | SWEATSHIRT | -5442152 | none |