Fold 2 - Understanding why coefficient -5991262 was selected
Tag: 51
Selected Coefficient: -5991262
Taxonomy Path: -60.77.11.12
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5991262 | 0.012658 | -60.77.11.12 | -12.11.77.60 (-(12*79^3 + 11*79^2 + 77*79 + 60)) | Yes | |
| -12779 | 0.025316 | -60.3.2 | -2.3.60 (-(2*79^2 + 3*79 + 60)) | No |
These are the training products that have the "51" tag (processing sequence 321). 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 |
|---|---|---|---|---|---|---|---|
| 14095 | St Jude Chaplet, Memento Mori & Red Coral Beads | -12779 | GOLD | 5978483 | none | ||
| 14096 | Beads of Saint Ann, Blue Gemstone Chaplet Rosary | -5991262 | BLUE | 0 | none | ||
| 14097 | St Dymphna Pocket Rosary, Patron Saint of Stress & Psychological Problems | -5991262 | PINK | 0 | none |