Fold 4 - Understanding why coefficient 110663 was selected
Tag: TOYS
Selected Coefficient: 110663
Taxonomy Path: 24.5.16
Taxonomy Name:
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| 110663 | 11.012629 | 24.5.16 | 16.5.24 (16*83^2 + 5*83 + 24) | Yes | |
| 6345208 | 11.012774 | 24.5.8.11 | 11.8.5.24 (11*83^3 + 8*83^2 + 5*83 + 24) | No | |
| 7328 | 11.012919 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | No | |
| 179553 | 11.012919 | 24.5.26 | 26.5.24 (26*83^2 + 5*83 + 24) | No | |
| 48413 | 11.084337 | 24.2.7 | 7.2.24 (7*83^2 + 2*83 + 24) | No | |
| 0 | 15.000000 | 0 | 0 (0) | No | |
| 4023344 | 15.000000 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | No | |
| 6359405 | 18.000000 | 28.10.10.11 | 11.10.10.28 (11*83^3 + 10*83^2 + 10*83 + 28) | No | |
| -1611756 | 18.000000 | -62.79.67.2 | -2.67.79.62 (-(2*83^3 + 67*83^2 + 79*83 + 62)) | No | |
| -1839432 | 18.000000 | -69.0.18.3 | -3.18.0.69 (-(3*83^3 + 18*83^2 + 69)) | No |
These are the training products that have the "TOYS" tag (processing sequence 5879). 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 |
|---|---|---|---|---|---|---|---|
| 28653 | dulcie bear - medium | 6359405 | CHILDRENS ROOMS | 6248742 | none | ||
| 19609 | Hardicraft Dino Triceratops Crochet Kit | 6345208 | none | 6234545 | none | ||
| 19610 | Hardicraft Dolly Unicorn Crochet Kit | 6345208 | none | 6234545 | none | ||
| 11199 | Rubber Treat Ball Dog Toy | 4023344 | none | 3912681 | none | ||
| 11299 | Giraffe Dog Chew Toy | 4023344 | none | 3912681 | none | ||
| 11352 | Interactive Treat Rubber Ball Toy | 4023344 | none | 3912681 | none | ||
| 11101 | Dog Interactive Food Toy | 4023344 | none | 3912681 | none | ||
| 5334 | Power Rangers Mighty Morphin Legacy Edition Morpher | 179553 | none | 68890 | none | ||
| 19608 | Hardicraft Dino Brontosaurus Crochet Kit | 110663 | none | 0 | none | ||
| 30502 | miles dog | 110663 | SOFTIE, CHILDRENS ROOMS | 0 | none | ||
| 19607 | Hardicraft Christmas Crochet Kits | 110663 | none | 0 | none | ||
| 5282 | Gamewright Gubs | 48413 | none | -62250 | none | ||
| 19605 | Hardicraft Cacti Crochet Kit | 7328 | none | -103335 | none | ||
| 19527 | Polar Night Floaty Fetch Toy | 0 | OUTLET | -110663 | none | ||
| 19531 | Gift Card | 0 | HARNESSES, LEASHES | -110663 | none | ||
| 19528 | Polar Night Squeaky Frisbee | 0 | OUTLET | -110663 | none | ||
| 19526 | Woodland Floaty Fetch Toy | 0 | OUTLET | -110663 | none | ||
| 19611 | Hardicraft Luke Highlander Knitting Kit | -1611756 | KNITTING | -1722419 | none | ||
| 27080 | Produce Bags / Toy Organic Cotton Mesh Bags Zero Waste | -1839432 | SOCKS | -1950095 | none |