Fold 1 - Understanding why coefficient 272 was selected
Tag: AVANZADO
Selected Coefficient: 272
Taxonomy Path: 23.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 272 | 0.012048 | 23.3 | 3.23 (3*83 + 23) | Yes | |
| 51557631 | 0.036145 | 23.4.14.7.1 | 1.7.14.4.23 (47458321 + 7*83^3 + 14*83^2 + 4*83 + 23) | No |
These are the training products that have the "AVANZADO" tag (processing sequence 2985). 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 |
|---|---|---|---|---|---|---|---|
| 33700 | ML10 PRO CUP ULTRA LIGHT SILVER | 51557631 | none | 51557359 | none | ||
| 33665 | NOX AT10 LUXURY GENIUS ARENA 2023 BY AGUSTÍN TAPIA | 272 | none | 0 | none | ||
| 33666 | NOX AT10 LUXURY GENIUS 18K 2023 BY AGUSTÍN TAPIA | 272 | none | 0 | none | ||
| 33699 | ML10 PRO CUP SILVER 2022 | 272 | none | 0 | none |