Fold 1 - Understanding why coefficient 190997700 was selected
Tag: ML
Selected Coefficient: 190997700
Taxonomy Path: 9.2.3.2.4
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 190997700 | 0.000000 | 9.2.3.2.4 | 4.2.3.2.9 (4*83^4 + 2*83^3 + 3*83^2 + 2*83 + 9) | Yes |
These are the training products that have the "ML" tag (processing sequence 552). 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 |
|---|---|---|---|---|---|---|---|
| 27588 | The Gold Bar | 190997700 | none | 0 | none | ||
| 27589 | Cacao Nib | 190997700 | none | 0 | none | ||
| 27598 | Pure White Bar | 190997700 | none | 0 | none | ||
| 27603 | Crunchy Toffee Mini | 190997700 | none | 0 | none | ||
| 27607 | Mini Milk Bar | 190997700 | none | 0 | none | ||
| 27608 | Potato Chip Bar | 190997700 | none | 0 | none | ||
| 27609 | The Happy Birthday Bar | 190997700 | none | 0 | none | ||
| 27613 | Pretzel Bar | 190997700 | none | 0 | none |