Fold 1 - Understanding why coefficient 146488135 was selected
Tag: KITCHENS
Selected Coefficient: 146488135
Taxonomy Path: 24.5.16.7.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 146488135 | 0.000000 | 24.5.16.7.3 | 3.7.16.5.24 (3*83^4 + 7*83^3 + 16*83^2 + 5*83 + 24) | Yes |
These are the training products that have the "KITCHENS" tag (processing sequence 1324). 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 |
|---|---|---|---|---|---|---|---|
| 28153 | KidKraft Mosaic Magnetic Play Kitchen with EZ Kraft Assembly™ | 146488135 | none | 0 | none | ||
| 28155 | KidKraft McKinney Toddler Play Kitchen with EZ Kraft Assembly™ | 146488135 | none | 0 | none | ||
| 28156 | KidKraft Let's Cook Wooden Play Kitchen | 146488135 | none | 0 | none | ||
| 28169 | KidKraft Happy Harvest Kitchen | 146488135 | none | 0 | none |