Fold 4 - Understanding why coefficient 87454 was selected
Tag: SHORTS
Selected Coefficient: 87454
Taxonomy Path: 1.1.14
Taxonomy Name: Apparel & Accessories > Clothing > Shorts
Products with this tag: 21
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 3538727 | 1.000507 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 87454 | 1.000507 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | Yes |
| 2059610 | 1.000509 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
| 4031766 | 1.000509 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 1566571 | 1.000509 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 5498401 | 1.003044 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 56249 | 1.003044 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 99936 | 1.003044 | 1.1.16 | 16.1.1 (16*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skorts | No |
| -1965915 | 20.000000 | -0.0.78.3 | -3.78.0.0 (-(3*79^3 + 78*79^2)) | No |
These are the training products that have the "SHORTS" tag (processing sequence 151). 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 |
|---|---|---|---|---|---|---|---|
| 6817 | Pantalone in velluto Mr. Bennet | 5498401 | Apparel & Accessories > Clothing > Pants > Trousers | none | 5410947 | ABBIGLIAMENTO, ABRICOT ATELIER | |
| 7024 | Rise Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3944312 | NEW RELEASE | |
| 7075 | Phantom Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3944312 | none | |
| 7034 | Flow Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3944312 | none | |
| 5040 | CIB 2nd Award Performance Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | none | |
| 9970 | CASUAL LOUNGE SHORTS | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | MEN SHIRT | |
| 5039 | 5th Infantry Performance Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | none | |
| 5045 | De Oppresso Liber Performance Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | none | |
| 839 | Boxer | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 1972156 | FRAILS | |
| 5037 | 42nd Infantry Performance Shorts | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 1972156 | none | |
| 5047 | JROTC Performance Shorts | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 1972156 | none | |
| 1074 | Ucello Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | SOEUR | |
| 11221 | Kenya High-Waisted Organic Cotton Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | DPA-CLOTHING, ECO-CONSCIOUS, SITE-NAV-BOTTOMS | |
| 9380 | Courtney Black Cuffed Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | 2023LAUNCH, BOTTOMS | |
| 14431 | Euphoria | 99936 | Apparel & Accessories > Clothing > Skorts | none | 12482 | DRESS | |
| 5036 | 35th Infantry Performance Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | none | |
| 9917 | MAR-092 | Kickboxing & Thai Boxing Shorts (G) | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | APPAREL | |
| 5038 | 509th Infantry Performance Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | none | |
| 5046 | EFMB Performance Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | none | |
| 965 | Hot Shot Onesie Printed | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -31205 | FREE PEOPLEWE THE FREE | |
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | -1965915 | GREEN | -2053369 | BONSAI |