Fold 1 - Understanding why coefficient -172488 was selected
Tag: DINING
Selected Coefficient: -172488
Taxonomy Path: -14.3.25
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -172488 | 1.000000 | -14.3.25 | -25.3.14 (-(25*83^2 + 3*83 + 14)) | Yes | |
| 1173132 | 1.000000 | 10.24.4.2 | 2.4.24.10 (2*83^3 + 4*83^2 + 24*83 + 10) | No |
These are the training products that have the "DINING" tag (processing sequence 4998). 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 |
|---|---|---|---|---|---|---|---|
| 19784 | Black Walnut Dining/Conference Table with Multi-Blue Epoxy River & Waterfall Edge | 1173132 | none | 1345620 | none | ||
| 29102 | Suar Wood Slanted Cheese Board | -172488 | CHEESE BOARD, TRAY | 0 | CHARCUTERIE, ENTERTAINING |