Fold 2 - Understanding why coefficient 2969255 was selected
Tag: LINDEN
Selected Coefficient: 2969255
Taxonomy Path: 13.1.16.5
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2969255 | 0.000003 | 13.1.16.5 | 5.16.1.13 (5*83^3 + 16*83^2 + 83 + 13) | Yes | |
| 110320 | 0.000005 | 13.1.16 | 16.1.13 (16*83^2 + 83 + 13) | No |
These are the training products that have the "LINDEN" tag (processing sequence 3991). 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 |
|---|---|---|---|---|---|---|---|
| 19727 | Sleep Ease Formula | 2969255 | none | 0 | none | ||
| 19898 | Peaceful Center Formula | 2969255 | none | 0 | none | ||
| 19899 | Peaceful Center Formula GLYCERITE | 2969255 | none | 0 | none | ||
| 19851 | Heart Care Formula | 110320 | none | -2858935 | none | ||
| 19876 | Linden Flower Essence | 110320 | none | -2858935 | TREE II ESSENCES |