Fold 0 - Understanding why coefficient 4023344 was selected
Tag: TOYS
Selected Coefficient: 4023344
Taxonomy Path: 2.2.3.7
Taxonomy Name:
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 4023344 | 10.000000 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | Yes | |
| 6345208 | 10.012484 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 110663 | 10.012629 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | No | |
| 7328 | 10.012629 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | No | |
| 179553 | 10.012629 | 24.5.26 | 26.5.24 (26*83^2 + 5*83 + 24) | No | |
| 48413 | 10.060241 | 24.2.7 | 7.2.24 (7*83^2 + 2*83 + 24) | No | |
| -4698367 | 15.000000 | -69.0.18.8 | -8.18.0.69 (-(8*83^3 + 18*83^2 + 69)) | No | |
| 14197 | 15.000000 | 4.5.2 | 2.5.4 (2*83^2 + 5*83 + 4) | No | |
| 0 | 15.000000 | 0 | 0 (0) | No | |
| -1611756 | 15.000000 | -62.79.67.2 | -2.67.79.62 (-(2*83^3 + 67*83^2 + 79*83 + 62)) | No |
These are the training products that have the "TOYS" tag (processing sequence 5804). 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 |
|---|---|---|---|---|---|---|---|
| 19610 | Hardicraft Dolly Unicorn Crochet Kit | 6345208 | none | 2321864 | CROCHET | ||
| 19609 | Hardicraft Dino Triceratops Crochet Kit | 6345208 | none | 2321864 | CROCHET | ||
| 11101 | Dog Interactive Food Toy | 4023344 | none | 0 | none | ||
| 11199 | Rubber Treat Ball Dog Toy | 4023344 | none | 0 | none | ||
| 19527 | Polar Night Floaty Fetch Toy | 4023344 | none | 0 | none | ||
| 19529 | Woodland Squeaky Frisbee | 4023344 | none | 0 | none | ||
| 11299 | Giraffe Dog Chew Toy | 4023344 | none | 0 | none | ||
| 10770 | Big Rope & Ruff Ring Dog Toy | 4023344 | none | 0 | none | ||
| 5334 | Power Rangers Mighty Morphin Legacy Edition Morpher | 179553 | none | -3843791 | none | ||
| 19607 | Hardicraft Christmas Crochet Kits | 110663 | none | -3912681 | CROCHET | ||
| 5282 | Gamewright Gubs | 48413 | none | -3974931 | none | ||
| 28653 | dulcie bear - medium | 14197 | none | -4009147 | none | ||
| 19605 | Hardicraft Cacti Crochet Kit | 7328 | none | -4016016 | CROCHET | ||
| 19531 | Gift Card | 0 | HARNESSES, LEASHES | -4023344 | none | ||
| 19611 | Hardicraft Luke Highlander Knitting Kit | -1611756 | KNITTING | -5635100 | none | ||
| 27080 | Produce Bags / Toy Organic Cotton Mesh Bags Zero Waste | -4698367 | SOCKS | -8721711 | LAUNDRY |