Fold 4 - Understanding why coefficient 49856048 was selected
Tag: DK
Selected Coefficient: 49856048
Taxonomy Path: 23.4.16.4.1
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 49856048 | 2.000000 | 23.4.16.4.1 | 1.4.16.4.23 (47458321 + 4*83^3 + 16*83^2 + 4*83 + 23) | Yes | |
| 13887 | 4.000145 | 26.1.2 | 2.1.26 (2*83^2 + 83 + 26) | No | |
| 5173748 | 4.000145 | 26.1.4.9 | 9.4.1.26 (9*83^3 + 4*83^2 + 83 + 26) | No |
These are the training products that have the "DK" tag (processing sequence 3411). 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 |
|---|---|---|---|---|---|---|---|
| 17804 | Hadean Bamboo Deck | 49856048 | none | 0 | none | ||
| 17947 | GTR Bamboo Deck | 49856048 | none | 0 | none | ||
| 17963 | GT Carbon Deck | 49856048 | none | 0 | none | ||
| 17968 | GT Bamboo Deck | 49856048 | none | 0 | PLSPTDLR | ||
| 17803 | Hadean Carbon Deck | 5173748 | none | -44682300 | none | ||
| 17964 | GTX Deck | 13887 | none | -49842161 | PLSPTDLR |