Fold 1 - Understanding why coefficient 3470156 was selected
Tag: TOYS
Selected Coefficient: 3470156
Taxonomy Path: 2.2.3.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys
Products with this tag: 10
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 3470156 | 3.000000 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | Yes |
| 6660 | 8.000160 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
| 5473776 | 8.000160 | 24.5.8.11 | 11.8.5.24 (11*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 11 | 9.000000 | 11 | 11 (11) | Gift Cards | No |
These are the training products that have the "TOYS" tag (processing sequence 2226). 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 |
|---|---|---|---|---|---|---|---|
| 19609 | Hardicraft Dino Triceratops Crochet Kit | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 2003620 | CROCHET | |
| 11101 | Dog Interactive Food Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 11299 | Giraffe Dog Chew Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 11352 | Interactive Treat Rubber Ball Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 19526 | Woodland Floaty Fetch Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 10770 | Big Rope & Ruff Ring Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 19529 | Woodland Squeaky Frisbee | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 19528 | Polar Night Squeaky Frisbee | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 19605 | Hardicraft Cacti Crochet Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -3463496 | CROCHET | |
| 19531 | Gift Card | 11 | Gift Cards | none | -3470145 | none |