Fold 3 - Understanding why coefficient 181408 was selected
Tag: SCHOOL
Selected Coefficient: 181408
Taxonomy Path: 24.5.29
Taxonomy Name: Toys & Games > Toys > Sensory Toys
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 181408 | 1.000000 | 24.5.29 | 29.5.24 (29*79^2 + 5*79 + 24) | Toys & Games > Toys > Sensory Toys | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SCHOOL" tag (processing sequence 2576). 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 |
|---|---|---|---|---|---|---|---|
| 24250 | Comfy Hugging Peapod Small 48” for Pre-K/Elementary School Kids by Bouncyband® *Electric Pump Included | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | FLEXIBLE SEATING | |
| 24251 | Thingamajig Sensory Activity Pillow by Bouncyband® | 181408 | Toys & Games > Toys > Sensory Toys | none | 0 | FLEXIBLE SEATING | |
| 8340 | School Logo Mats | 0 | LOGOMAT | -181408 | none |