Fold 3 - Understanding why coefficient 119821120 was selected
Tag: CRYSTAL
Selected Coefficient: 119821120
Taxonomy Path: 3.2.2.6.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Rocks & Fossils > Minerals
Products with this tag: 3
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 119821120 | 0.000000 | 3.2.2.6.3 | 3.6.2.2.3 (3*79^4 + 6*79^3 + 2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Rocks & Fossils > Minerals | Yes |
These are the training products that have the "CRYSTAL" tag (processing sequence 917). 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 |
|---|---|---|---|---|---|---|---|
| 22628 | Milky Cactus Quartz Cluster | 119821120 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Rocks & Fossils > Minerals | none | 0 | none | |
| 22629 | Cactus Quartz with 8 pointers | 119821120 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Rocks & Fossils > Minerals | none | 0 | none | |
| 22648 | Clear and Plenty of Citrine | 119821120 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles > Rocks & Fossils > Minerals | none | 0 | none |