Fold 1 - Understanding why coefficient -20667 was selected
Tag: 41
Selected Coefficient: -20667
Taxonomy Path: -0.0.3
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? |
|---|---|---|---|---|---|
| -20667 | 1.012048 | -0.0.3 | -3.0.0 (-(3*83^2)) | Yes | |
| 2321012 | 1.012048 | 0.76.4.4 | 4.4.76.0 (4*83^3 + 4*83^2 + 76*83) | No | |
| -62666 | 2.000000 | -1.8.9 | -9.8.1 (-(9*83^2 + 8*83 + 1)) | No |
These are the training products that have the "41" tag (processing sequence 6165). 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 |
|---|---|---|---|---|---|---|---|
| 32327 | Ara Oleanna Sneaker in Cream Leather | 2321012 | 37, 38 | 2341679 | none | ||
| 31202 | GOTTY ANKLE BOOTS, WHITE CALFSKIN | -20667 | WEDGES | 0 | none | ||
| 11816 | OUNKA <br><span class="second-name">Mule cuir tissu coloré</span> | -62666 | 36, 37, 38 | -41999 | none |