Fold 1 - Understanding why coefficient 34614 was selected
Tag: BLUE ANGEL GALLERY
Selected Coefficient: 34614
Taxonomy Path: 3.2.5
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 34614 | 3.000000 | 3.2.5 | 5.2.3 (5*83^2 + 2*83 + 3) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 20767 | 4.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | No | |
| 48413 | 4.000000 | 24.2.7 | 7.2.24 (7*83^2 + 2*83 + 24) | No |
These are the training products that have the "BLUE ANGEL GALLERY" tag (processing sequence 5598). 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 |
|---|---|---|---|---|---|---|---|
| 31010 | Dream Goddess Empowerment Deck | 48413 | none | 13799 | none | ||
| 31051 | Wings of Wisdom Deck | 34614 | none | 0 | none | ||
| 31078 | Enchanted Blossoms Empowerment Oracle | 34614 | none | 0 | none | ||
| 31068 | Sacred Geometry of Relationships Oracle | 20767 | none | -13847 | none | ||
| 31037 | Crystal Mandala Journal | 0 | BOOKS | -34614 | none |