Fold 3 - Understanding why coefficient 844 was selected
Tag: HAMPTON
Selected Coefficient: 844
Taxonomy Path: 14.10
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 844 | 1.012048 | 14.10 | 10.14 (10*83 + 14) | Yes | |
| 179377 | 1.012048 | 14.3.26 | 26.3.14 (26*83^2 + 3*83 + 14) | Home & Garden > Decor > Door Mats | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "HAMPTON" tag (processing sequence 6237). 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 |
|---|---|---|---|---|---|---|---|
| 8352 | Stripe Doormat with Heart | 179377 | Home & Garden > Decor > Door Mats | none | 178533 | none | |
| 8327 | Frame | 844 | none | 0 | none | ||
| 31671 | Hampton HAM200B | 0 | STYLE_CONTEMPORARY | -844 | none |