Fold 2 - Understanding why coefficient 349747 was selected
Tag: HOME & LIVING
Selected Coefficient: 349747
Taxonomy Path: 14.3.56
Taxonomy Name: Home & Garden > Decor > Refrigerator Magnets
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 349747 | 2.000000 | 14.3.56 | 56.3.14 (56*79^2 + 3*79 + 14) | Home & Garden > Decor > Refrigerator Magnets | Yes |
| -396 | 3.000000 | -1.5 | -5.1 (-(5*79 + 1)) | No | |
| 13440 | 3.000000 | 10.12.2 | 2.12.10 (2*79^2 + 12*79 + 10) | Furniture > Office Furniture > Office Chairs | No |
These are the training products that have the "HOME & LIVING" tag (processing sequence 3080). 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 |
|---|---|---|---|---|---|---|---|
| 14160 | Kiss-Cut Magnet - Flight Response | 349747 | Home & Garden > Decor > Refrigerator Magnets | none | 0 | none | |
| 14161 | Kiss-Cut Magnet - Fight Response | 349747 | Home & Garden > Decor > Refrigerator Magnets | none | 0 | none | |
| 9755 | HON Ignition Low-Back Task Chair | 13440 | Furniture > Office Furniture > Office Chairs | none | -336307 | none | |
| 5845 | Mech Love Not War, Garden Guardian - Matte Canvas, Stretched, 0.75" | -396 | CANVAS, MATTE | -350143 | none |