Fold 1 - Understanding why coefficient 998979 was selected
Tag: ARTS & CRAFTS
Selected Coefficient: 998979
Taxonomy Path: 24.5.2.2
Taxonomy Name: Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads
Products with this tag: 1
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 998979 | 0.000000 | 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 | Yes |
These are the training products that have the "ARTS & CRAFTS" tag (processing sequence 1413). 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 |
|---|---|---|---|---|---|---|---|
| 15497 | On the Go ColorBlast No-Mess Coloring Pad - Sea Life | 998979 | Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads | none | 0 | none |