Fold 3 - Understanding why coefficient 399675 was selected
Tag: SINGLESDAY2022
Selected Coefficient: 399675
Taxonomy Path: 14.3.64
Taxonomy Name: Home & Garden > Decor > Throw Pillows
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| 399675 | 1.000000 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | Yes |
| 197739927 | 1.000000 | 4.1.5.6.5 | 5.6.5.1.4 (5*79^4 + 6*79^3 + 5*79^2 + 79 + 4) | No |
These are the training products that have the "SINGLESDAY2022" tag (processing sequence 2840). 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 |
|---|---|---|---|---|---|---|---|
| 23482 | Keith Haring Heart Rainbow Notepad | 197739927 | BFS24 | 197340252 | none | ||
| 23497 | Miss Mighty Mouse Cushion | 399675 | Home & Garden > Decor > Throw Pillows | none | 0 | none |