Fold 1 - Understanding why coefficient 186 was selected
Tag: CATHOLIC EARRINGS
Selected Coefficient: 186
Taxonomy Path: 20.2
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? |
|---|---|---|---|---|---|
| 186 | 0.000145 | 20.2 | 2.20 (2*83 + 20) | Yes | |
| 7075 | 0.000290 | 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 "CATHOLIC EARRINGS" tag (processing sequence 3518). 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 |
|---|---|---|---|---|---|---|---|
| 14102 | Blue Flower Silver Drop Earrings with Virgin Mary Beads | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 6889 | none | |
| 14094 | Michael the Archangel Cross Earrings | 186 | none | 0 | none | ||
| 14105 | Saint Benedict Earrings, Hematite & Brass | 186 | none | 0 | none |