Fold 1 - Understanding why coefficient 6660 was selected
Tag: ARTS & CRAFTS
Selected Coefficient: 6660
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 6660 | 2.000160 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | Yes |
| 998979 | 2.000160 | 24.5.2.2 | 2.2.5.24 (2*79^3 + 2*79^2 + 5*79 + 24) | Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 351050170 | 3.000000 | 3.2.1.1.9 | 9.1.1.2.3 (9*79^4 + 493039 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits | No |
These are the training products that have the "ARTS & CRAFTS" tag (processing sequence 2948). 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 |
|---|---|---|---|---|---|---|---|
| 15465 | Let's Explore Water Wow! Seasons | 351050170 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Toy Craft Kits | none | 351043510 | none | |
| 15475 | Magicolor - On the Go - Friends & Fun Coloring Pad | 998979 | Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads | none | 992319 | none | |
| 15184 | Sticker WOW! Activity Pad Set - Cat | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 15474 | Magicolor - On the Go - Farm Animals Coloring Pad | 0 | COLORING | -6660 | MULTICOLOR |