Fold 2 - Understanding why coefficient 523192163 was selected
Tag: STICKER
Selected Coefficient: 523192163
Taxonomy Path: 3.2.1.2.11
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 523192163 | 7.000000 | 3.2.1.2.11 | 11.2.1.2.3 (11*83^4 + 2*83^3 + 6889 + 2*83 + 3) | Yes | |
| 48608953 | 7.000000 | 3.2.1.2.1 | 1.2.1.2.3 (47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| 27906 | 13.000000 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No | |
| 0 | 16.000000 | 0 | 0 (0) | No | |
| 5 | 16.000000 | 5 | 5 (5) | No | |
| 427381 | 16.000000 | 14.3.62 | 62.3.14 (62*83^2 + 3*83 + 14) | Home & Garden > Decor > Suncatchers | No |
These are the training products that have the "STICKER" tag (processing sequence 4352). 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 |
|---|---|---|---|---|---|---|---|
| 11070 | Support Local Artists | 523192163 | none | 0 | none | ||
| 11050 | Salish Sasaquatch | 523192163 | none | 0 | none | ||
| 11051 | Raven's Call | 523192163 | none | 0 | none | ||
| 11052 | Unity Pride | 523192163 | none | 0 | none | ||
| 11053 | Two Spirit Feather | 523192163 | none | 0 | none | ||
| 11060 | I-5 Canoe | 523192163 | none | 0 | none | ||
| 11061 | We're Open | 523192163 | none | 0 | none | ||
| 11062 | Dancer | 523192163 | none | 0 | none | ||
| 11069 | Wild Wolves | 523192163 | none | 0 | none | ||
| 19818 | Holographic Echinacea Sticker | 48608953 | none | -474583210 | TREE | ||
| 19495 | Gloriosum Suncatcher | 427381 | Home & Garden > Decor > Suncatchers | none | -522764782 | none | |
| 31655 | Plant Mom Sticker Pack | 27906 | none | -523164257 | none | ||
| 20883 | Go Vegan Revolution Yellow Logo Sticker | 27906 | none | -523164257 | none | ||
| 20884 | Go Vegan Revolution Blue Logo Sticker | 27906 | none | -523164257 | none | ||
| 20885 | Go Vegan Revolution Magenta Logo Sticker | 27906 | none | -523164257 | none | ||
| 10869 | Kush Kittie Media Kit | 5 | none | -523192158 | KUSH KITTIE | ||
| 24943 | Shit Magnet Decal | 0 | DECAL | -523192163 | none |