Fold 2 - Understanding why coefficient 350 was selected
Tag: EPSON CARTRIDGES
Selected Coefficient: 350
Taxonomy Path: 18.4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 350 | 0.012048 | 18.4 | 4.18 (4*83 + 18) | Yes | |
| 848 | 0.048193 | 18.10 | 10.18 (10*83 + 18) | No |
These are the training products that have the "EPSON CARTRIDGES" tag (processing sequence 2683). 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 |
|---|---|---|---|---|---|---|---|
| 12499 | Epson 702XL C/M/Y Colour High Yield Ink Cartridge Value Pack | 848 | none | 498 | none | ||
| 12411 | Epson 202XL (C/M/Y) Ink Cartridge High Yield Compatible | 350 | none | 0 | none | ||
| 12451 | Epson 202XL 4 Ink Cartridges Value Pack High Yield (B/C/M/Y) Compatible | 350 | none | 0 | none | ||
| 12452 | Epson 212XL Black Ink Cartridge High Yield | 350 | none | 0 | none | ||
| 12501 | Epson 702XL Black Ink Cartridge High Yield | 350 | none | 0 | none |