Fold 3 - Understanding why coefficient 20835 was selected
Tag: PETS
Selected Coefficient: 20835
Taxonomy Path: 2.2.3
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 20835 | 5.000437 | 2.2.3 | 3.2.2 (3*83^2 + 2*83 + 2) | Yes | |
| 4023344 | 5.000437 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | No | |
| 4691577 | 5.000581 | 2.2.17.8 | 8.17.2.2 (8*83^3 + 17*83^2 + 2*83 + 2) | No | |
| 8046520 | 5.000581 | 2.2.6.14 | 14.6.2.2 (14*83^3 + 6*83^2 + 2*83 + 2) | No | |
| 238042674 | 5.000581 | 2.2.26.1.5 | 5.1.26.2.2 (5*83^4 + 571787 + 26*83^2 + 2*83 + 2) | No | |
| 241282 | 8.012048 | 1.2.35 | 35.2.1 (35*83^2 + 2*83 + 1) | No | |
| 48181335 | 8.012048 | 1.79.21.1.1 | 1.1.21.79.1 (47458321 + 571787 + 21*83^2 + 79*83 + 1) | No | |
| 240228442 | 9.000000 | 48.25.11.5.5 | 5.5.11.25.48 (5*83^4 + 5*83^3 + 11*83^2 + 25*83 + 48) | No | |
| -337325 | 9.000000 | -13.80.48 | -48.80.13 (-(48*83^2 + 80*83 + 13)) | No | |
| -46886534 | 9.000000 | -0.0.0.82 | -82.0.0.0 (-(82*83^3)) | No |
These are the training products that have the "PETS" tag (processing sequence 6917). 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 | 240228442 | BRIDAL PARTY | 240207607 | DOGS | ||
| 16552 | SOFT SILICONE DOG PAW CLEANER CUP | 238042674 | none | 238021839 | none | ||
| 1773 | Bamboo Dog Brush | 48181335 | CATS | 48160500 | DOGS | ||
| 10711 | Sport Dog Shoes | 8046520 | none | 8025685 | none | ||
| 9074 | Navy QALO Leash & Collar Set | 4691577 | none | 4670742 | none | ||
| 16549 | Rolling Ball - Smart Interactive Pet Ball | 4023344 | none | 4002509 | none | ||
| 25548 | My Human And I Talk Shit About You - Removable Patch | 241282 | none | 220447 | none | ||
| 16709 | Foldable Dog Pool | 20835 | none | 0 | none | ||
| 29477 | Dog Wedding Cake Topper Rare Breeds Custom Couple Silhouette Dog Pet Wedding Cake Topper | -337325 | CAKE TOPPER GLITTER, DECORATIONS, CUSTOMIZABLE | -358160 | none | ||
| 3136 | Native Neem Organic Neem Oil | -46886534 | HAIR | -46907369 | none |