Fold 3 - Understanding why coefficient 21166 was selected
Tag: PYRITE
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
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? |
|---|---|---|---|---|---|
| 21166 | 1.000000 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 7075 | 4.000000 | 20.2.1 | 1.2.20 (6889 + 2*83 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "PYRITE" tag (processing sequence 2847). 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 |
|---|---|---|---|---|---|---|---|
| 270 | Intention Bracelet (Small) | 21166 | none | 0 | BRACELET, ALYCIÆNGEL | ||
| 271 | Intention Bracelet (Large) | 21166 | none | 0 | BRACELET, ALYCIÆNGEL | ||
| 8893 | Bloodstone and Pyrite Wrap Bracelet | 21166 | none | 0 | none | ||
| 12082 | I Am Brave | 21166 | none | 0 | none | ||
| 12053 | Wholehearted Mama Mala | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -14091 | none |