Fold 3 - Understanding why coefficient 5166918 was selected
Tag: DOGS
Selected Coefficient: 5166918
Taxonomy Path: 2.2.3.9
Taxonomy Name:
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 5166918 | 9.000292 | 2.2.3.9 | 9.3.2.2 (9*83^3 + 3*83^2 + 2*83 + 2) | Yes | |
| 4023344 | 9.000294 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | No | |
| 1240188 | 9.000581 | 2.2.14.2 | 2.14.2.2 (2*83^3 + 14*83^2 + 2*83 + 2) | No | |
| 2900437 | 9.000581 | 2.2.6.5 | 5.6.2.2 (5*83^3 + 6*83^2 + 2*83 + 2) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| 7058 | 12.000000 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | No | |
| 240207607 | 13.000000 | 46.23.8.5.5 | 5.5.8.23.46 (5*83^4 + 5*83^3 + 8*83^2 + 23*83 + 46) | No | |
| 48160500 | 13.000000 | 82.76.18.1.1 | 1.1.18.76.82 (47458321 + 571787 + 18*83^2 + 76*83 + 82) | No | |
| 191548409 | 13.000000 | 13.80.82.2.4 | 4.2.82.80.13 (4*83^4 + 2*83^3 + 82*83^2 + 80*83 + 13) | No | |
| -668232 | 13.000000 | -82.82.13.1 | -1.13.82.82 (-(571787 + 13*83^2 + 82*83 + 82)) | No |
These are the training products that have the "DOGS" tag (processing sequence 7099). 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 |
|---|---|---|---|---|---|---|---|
| 29479 | Pet Wedding Stir Sticks Dog or Cat Wedding or Bridal Shower Stir Sticks, Personalized Bar Decor Wedding Party Shower Drink Swizzle | 240207607 | BRIDAL PARTY, PETS | 235040689 | none | ||
| 8152 | Winter (3 Pets) - Custom Pet Canvas | 191548409 | CATS, CANVAS | 186381491 | none | ||
| 1773 | Bamboo Dog Brush | 48160500 | CATS, PETS | 42993582 | none | ||
| 7506 | 1.5" 'Fetch' Bone | 5166918 | none | 0 | none | ||
| 7505 | 1" Puppy - Assorted | 5166918 | none | 0 | none | ||
| 25365 | Minifig German Shepherd v3 | 4023344 | none | -1143574 | none | ||
| 20447 | WONTON The Wild Thing Onesie (LIMITED EDITION) | 2900437 | none | -2266481 | none | ||
| 15140 | Boomer 8 Dog Bowl | 1240188 | none | -3926730 | none | ||
| 27546 | Guilty | 7058 | none | -5159860 | none | ||
| 27553 | Boston Terrier "Pepper" | 7058 | none | -5159860 | none | ||
| 20442 | WONTON THE FORCE COLLECTION Rebel Fighter Suit | 0 | POCKETS | -5166918 | none | ||
| 20429 | WONTON Easter Bunny male onesie | 0 | HOOD | -5166918 | none | ||
| 20417 | WONTON DESIGN 4 Year Celebration Limited Edition shirt (Pima cotton) | 0 | BUTTON UP | -5166918 | none | ||
| 20441 | WONTON The Duck FISHERMAN HAT | -668232 | HAT | -5835150 | none |