Fold 3 - Understanding why coefficient 110663 was selected
Tag: TOYS
Selected Coefficient: 110663
Taxonomy Path: 24.5.16
Taxonomy Name:
Products with this tag: 16
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 110663 | 10.012339 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | Yes | |
| 6345208 | 10.012484 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 48413 | 10.060241 | 24.2.7 | 7.2.24 (7*83^2 + 2*83 + 24) | No | |
| 0 | 11.000000 | 0 | 0 (0) | No | |
| 4023344 | 12.000000 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | No | |
| -2404429 | 15.000000 | -2.2.17.4 | -4.17.2.2 (-(4*83^3 + 17*83^2 + 2*83 + 2)) | No |
These are the training products that have the "TOYS" tag (processing sequence 4464). 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 | 6234545 | CROCHET | ||
| 19609 | Hardicraft Dino Triceratops Crochet Kit | 6345208 | none | 6234545 | CROCHET | ||
| 11101 | Dog Interactive Food Toy | 4023344 | none | 3912681 | none | ||
| 11199 | Rubber Treat Ball Dog Toy | 4023344 | none | 3912681 | none | ||
| 11352 | Interactive Treat Rubber Ball Toy | 4023344 | none | 3912681 | none | ||
| 10770 | Big Rope & Ruff Ring Dog Toy | 4023344 | none | 3912681 | none | ||
| 19607 | Hardicraft Christmas Crochet Kits | 110663 | none | 0 | CROCHET | ||
| 19608 | Hardicraft Dino Brontosaurus Crochet Kit | 110663 | none | 0 | CROCHET | ||
| 19611 | Hardicraft Luke Highlander Knitting Kit | 110663 | none | 0 | none | ||
| 5282 | Gamewright Gubs | 48413 | none | -62250 | none | ||
| 30502 | miles dog | 0 | BABY TOY, CHILDRENS ROOMS | -110663 | none | ||
| 19526 | Woodland Floaty Fetch Toy | 0 | OUTLET | -110663 | none | ||
| 19527 | Polar Night Floaty Fetch Toy | 0 | OUTLET | -110663 | none | ||
| 19528 | Polar Night Squeaky Frisbee | 0 | OUTLET | -110663 | none | ||
| 19529 | Woodland Squeaky Frisbee | 0 | OUTLET | -110663 | none | ||
| 19531 | Gift Card | -2404429 | LEASHES, HARNESSES | -2515092 | none |