Fold 2 - Understanding why coefficient -68894319 was selected
Tag: VALENTINESDAY
Selected Coefficient: -68894319
Taxonomy Path: -78.77.57.60.1
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 4056730 | 8.012979 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | No |
| -68894319 | 8.012979 | -78.77.57.60.1 | -1.60.57.77.78 (-(38950081 + 60*79^3 + 57*79^2 + 77*79 + 78)) | Yes | |
| 3532486 | 8.012979 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 25439 | 8.037975 | 1.6.4 | 4.6.1 (4*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| -4518564 | 9.000000 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| 10054411 | 10.012658 | 2.2.31.20 | 20.31.2.2 (20*79^3 + 31*79^2 + 2*79 + 2) | No | |
| 76158 | 10.012658 | 2.16.12 | 12.16.2 (12*79^2 + 16*79 + 2) | No |
These are the training products that have the "VALENTINESDAY" tag (processing sequence 4332). 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 |
|---|---|---|---|---|---|---|---|
| 11834 | Donnie Turtleneck Sweater | 10054411 | COTTON-BLEND | 78948730 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Bomber Jackets | none | |
| 11843 | Dennis Slim Fit Plaid Pants | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | CHINO, COTTON-BLEND | 72951049 | none | |
| 11861 | Don Slim Fit Dress Shirt | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 72426805 | none | |
| 11891 | Dayton Woven Penny Loafers | 76158 | SIZE-11 | 68970477 | none | ||
| 11859 | Brody Bouquet Lapel Pin Brooch | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | 68919758 | none | |
| 11858 | Desert One Chelsea Boots | 0 | SIZE-7, SUEDE, SIZE-12, SIZE-10, SIZE-11 | 68894319 | none | ||
| 10415 | Colden Chukka Boots | 0 | SUEDE, SIZE-12, SIZE-10 | 68894319 | none | ||
| 11879 | Wallabees | 0 | SIZE-7-5, SIZE-12, SIZE-10 | 68894319 | none | ||
| 11870 | Carlton Slim Fit Vested Suit | -4518564 | SIZE-36R-30W, VEST | 64375755 | none | ||
| 11872 | Carlton Slim Fit Vested Suit | -4518564 | SIZE-36R-30W, VEST | 64375755 | none | ||
| 11832 | Carter Slim Fit Vested Suit | -4518564 | SIZE-36R-30W, VEST | 64375755 | none | ||
| 11845 | Donnie Turtleneck Sweater | -68894319 | SIZE-2X-LARGE, COTTON-BLEND | 0 | none |