Fold 1 - 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: 4
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? |
|---|---|---|---|---|---|
| 119821120 | 1.000000 | 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 |
| 150035 | 3.000000 | 14.3.24 | 24.3.14 (24*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plates | No |
These are the training products that have the "CRYSTAL" tag (processing sequence 2249). 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 | |
| 152 | Coaster - Rose Quartz, Gold | 150035 | Home & Garden > Decor > Decorative Plates | none | -119671085 | MOTHERS DAY |