Fold 2 - 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: 18
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? |
|---|---|---|---|---|---|
| 87454 | 1.000345 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | Yes |
| 4031766 | 1.000345 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 1566571 | 1.000345 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 2059610 | 1.000345 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
| 3538727 | 1.000347 | 1.1.14.7 | 7.14.1.1 (7*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 2552649 | 1.000349 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 5498401 | 1.002564 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 99936 | 1.002564 | 1.1.16 | 16.1.1 (16*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skorts | No |
| -4924149 | 17.000000 | -0.0.78.9 | -9.78.0.0 (-(9*79^3 + 78*79^2)) | No |
These are the training products that have the "SHORTS" tag (processing sequence 145). 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 | BEST SELLER | |
| 7034 | Flow Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 3944312 | none | |
| 9970 | CASUAL LOUNGE SHORTS | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | MEN SHIRT, MEN T-SHIRT | |
| 5040 | CIB 2nd Award Performance Shorts | 3538727 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 3451273 | none | |
| 9696 | Caroline Frayed Hem Bermuda Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 2465195 | 2023LAUNCH, BOTTOMS | |
| 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 | 132 | |
| 5047 | JROTC Performance Shorts | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 1972156 | 132 | |
| 1074 | Ucello Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | FASHION, SOEUR | |
| 11196 | Georgie Tailored Crossover Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | 100-150, NATURAL-FIBERS, SITE-NAV-BOTTOMS, SITE-NAV-RESORT, SITE-NAV-WEEKEND | |
| 11221 | Kenya High-Waisted Organic Cotton Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 1479117 | 50-100, SITE-NAV-BOTTOMS, SITE-NAV-RESORT | |
| 14431 | Euphoria | 99936 | Apparel & Accessories > Clothing > Skorts | none | 12482 | DRESS | |
| 936 | Get Your Flirt On Short | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | none | |
| 9917 | MAR-092 | Kickboxing & Thai Boxing Shorts (G) | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | APPAREL | |
| 5046 | EFMB Performance Shorts | 87454 | Apparel & Accessories > Clothing > Shorts | none | 0 | none | |
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | -4924149 | GREEN | -5011603 | BONSAI |