Fold 0 - Understanding why coefficient 1566571 was selected
Tag: SHORTS
Selected Coefficient: 1566571
Taxonomy Path: 1.1.14.3
Taxonomy Name: Apparel & Accessories > Clothing > Shorts > Chino Shorts
Products with this tag: 18
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 1566571 | 8.000172 | 1.1.14.3 | 3.14.1.1 (3*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Chino Shorts | Yes |
| 2059610 | 8.000174 | 1.1.14.4 | 4.14.1.1 (4*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Short Trousers | No |
| 4031766 | 8.000174 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 2552649 | 8.000176 | 1.1.14.5 | 5.14.1.1 (5*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Denim Shorts | No |
| 87454 | 8.000176 | 1.1.14 | 14.1.1 (14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts | No |
| 5498401 | 8.001442 | 1.1.12.11 | 11.12.1.1 (11*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 0 | 11.000004 | 0 | 0 (0) | No | |
| -1479117 | 11.000012 | -0.0.0.3 | -3.0.0.0 (-(3*79^3)) | No | |
| -3451273 | 11.000012 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | No | |
| -2895904 | 17.000000 | -1.1.69.5 | -5.69.1.1 (-(5*79^3 + 69*79^2 + 79 + 1)) | No |
These are the training products that have the "SHORTS" tag (processing sequence 4445). 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 | 3931830 | none | |
| 7075 | Phantom Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 2465195 | none | |
| 7034 | Flow Seamless Biker Shorts | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 2465195 | none | |
| 9696 | Caroline Frayed Hem Bermuda Denim Shorts | 2552649 | Apparel & Accessories > Clothing > Shorts > Denim Shorts | none | 986078 | BOTTOMS | |
| 17853 | Surge Walk Shorts | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 493039 | none | |
| 8783 | Bonsai Spray Dyed Basketball Shorts - Light Green | 2059610 | Apparel & Accessories > Clothing > Shorts > Short Trousers | none | 493039 | none | |
| 17855 | Spark Volley Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | none | |
| 9380 | Courtney Black Cuffed Shorts | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | none | 0 | BOTTOMS | |
| 11221 | Kenya High-Waisted Organic Cotton Short | 1566571 | Apparel & Accessories > Clothing > Shorts > Chino Shorts | SITE-NAV-RESORT, ECO-CONSCIOUS | 0 | none | |
| 9917 | MAR-092 | Kickboxing & Thai Boxing Shorts (G) | 87454 | Apparel & Accessories > Clothing > Shorts | none | -1479117 | none | |
| 5040 | CIB 2nd Award Performance Shorts | 0 | MEN'S BOTTOMS | -1566571 | none | ||
| 936 | Get Your Flirt On Short | 0 | WORKOUT | -1566571 | none | ||
| 5045 | De Oppresso Liber Performance Shorts | 0 | MEN'S BOTTOMS | -1566571 | none | ||
| 5039 | 5th Infantry Performance Shorts | 0 | MEN'S BOTTOMS | -1566571 | none | ||
| 11196 | Georgie Tailored Crossover Short | 0 | SITE-NAV-RESORT | -1566571 | none | ||
| 5037 | 42nd Infantry Performance Shorts | -1479117 | MEN'S BOTTOMS | -3045688 | none | ||
| 14431 | Euphoria | -2895904 | DRESS | -4462475 | none | ||
| 5036 | 35th Infantry Performance Shorts | -3451273 | MEN'S BOTTOMS | -5017844 | none |