Fold 1 - Understanding why coefficient 351 was selected
Tag: FAKE
Selected Coefficient: 351
Taxonomy Path: 19.4
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 351 | 1.012048 | 19.4 | 4.19 (4*83 + 19) | Yes | |
| 434 | 1.012048 | 19.5 | 5.19 (5*83 + 19) | No | |
| 28075 | 2.000000 | 21.6.4 | 4.6.21 (4*83^2 + 6*83 + 21) | No |
These are the training products that have the "FAKE" tag (processing sequence 6213). 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 |
|---|---|---|---|---|---|---|---|
| 31110 | MYSTERY #DICKGIFT - WE CHOOSE! | 28075 | none | 27724 | none | ||
| 31116 | FAKE GLITTER CLEAN-UP CLOTH (SHHH IT'S REALLY SANDPAPER!!!!) | 434 | none | 83 | none | ||
| 31105 | CUSTOMIZED MESSAGE | 351 | none | 0 | none |