Fold 1 - Understanding why coefficient 523192163 was selected
Tag: STICKER
Selected Coefficient: 523192163
Taxonomy Path: 3.2.1.2.11
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 5
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 | 8.000000 | 3.2.1.2.11 | 11.2.1.2.3 (11*83^4 + 2*83^3 + 6889 + 2*83 + 3) | Yes | |
| 27906 | 9.000145 | 18.4.4 | 4.4.18 (4*83^2 + 4*83 + 18) | No | |
| 350 | 9.000726 | 18.4 | 4.18 (4*83 + 18) | No | |
| 0 | 14.000000 | 0 | 0 (0) | No | |
| 427381 | 14.000000 | 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 5173). 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 |
|---|---|---|---|---|---|---|---|
| 10975 | Deep Within | 523192163 | none | 0 | none | ||
| 11050 | Salish Sasaquatch | 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 | ||
| 11070 | Support Local Artists | 523192163 | none | 0 | none | ||
| 11080 | Spinning Through Time | 523192163 | none | 0 | none | ||
| 19495 | Gloriosum Suncatcher | 427381 | Home & Garden > Decor > Suncatchers | none | -522764782 | none | |
| 20885 | Go Vegan Revolution Magenta Logo Sticker | 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 | ||
| 20839 | Vegan for Animal Rights Sticker | 27906 | none | -523164257 | none | ||
| 31655 | Plant Mom Sticker Pack | 27906 | none | -523164257 | none | ||
| 31651 | Summer Friday Sticker Pack | 350 | none | -523191813 | none | ||
| 24943 | Shit Magnet Decal | 0 | DECAL | -523192163 | none |