Fold 1 - Understanding why coefficient 1502290 was selected
Tag: SHORTS
Selected Coefficient: 1502290
Taxonomy Path: 1.1.14.4
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Short Trousers
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| 2576023 | 0.000232 | 1.1.14.7 | 7.14.1.1 (7*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | No |
| 1502290 | 0.000232 | 1.1.14.4 | 4.14.1.1 (4*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | Yes |
| 2933934 | 0.000235 | 1.1.14.8 | 8.14.1.1 (8*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 70646 | 0.000235 | 1.1.14 | 14.1.1 (14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 1860201 | 0.000240 | 1.1.14.5 | 5.14.1.1 (5*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 1144379 | 0.000240 | 1.1.14.3 | 3.14.1.1 (3*71^3 + 14*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | No |
| 3997585 | 0.003174 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
These are the training products that have the "SHORTS" tag (processing sequence 39). 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 | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 2495295 | ABBIGLIAMENTO, ABRICOT ATELIER | |
| 7075 | Phantom Seamless Biker Shorts | 2933934 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 1431644 | none | |
| 7034 | Flow Seamless Biker Shorts | 2933934 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 1431644 | none | |
| 7024 | Rise Shorts | 2933934 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 1431644 | none | |
| 9970 | CASUAL LOUNGE SHORTS | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1073733 | none | |
| 5039 | 5th Infantry Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1073733 | 132 | |
| 5040 | CIB 2nd Award Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1073733 | none | |
| 5045 | De Oppresso Liber Performance Shorts | 2576023 | Apparel & Accessories > Clothing > Shorts > Jogger Shorts | none | 1073733 | 132 | |
| 9696 | Caroline Frayed Hem Bermuda Denim Shorts | 1860201 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 357911 | 2023LAUNCH, BOTTOMS | |
| 5047 | JROTC Performance Shorts | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | 132 | |
| 5037 | 42nd Infantry Performance Shorts | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | 132 | |
| 839 | Boxer | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | none | |
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | 1502290 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 0 | CLOTHING-SIZE-XS, BONSAI | |
| 1074 | Ucello Shorts | 1144379 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | -357911 | SOEUR | |
| 936 | Get Your Flirt On Short | 70646 | Apparel & Accessories > Clothing > Shorts | none | -1431644 | none | |
| 5038 | 509th Infantry Performance Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -1431644 | 132 | |
| 5036 | 35th Infantry Performance Shorts | 70646 | Apparel & Accessories > Clothing > Shorts | none | -1431644 | 132 |