Fold 2 - Understanding why coefficient 334 was selected
Tag: EPSON CARTRIDGES
Selected Coefficient: 334
Taxonomy Path: 18.4
Taxonomy Name: Office Supplies > General Office Supplies
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? |
|---|---|---|---|---|---|
| 334 | 0.012658 | 18.4 | 4.18 (4*79 + 18) | Office Supplies > General Office Supplies | Yes |
| 808 | 0.050633 | 18.10 | 10.18 (10*79 + 18) | Office Supplies > Office Equipment | No |
These are the training products that have the "EPSON CARTRIDGES" tag (processing sequence 1295). 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 | 808 | Office Supplies > Office Equipment | none | 474 | none | |
| 12411 | Epson 202XL (C/M/Y) Ink Cartridge High Yield Compatible | 334 | Office Supplies > General Office Supplies | none | 0 | none | |
| 12450 | Epson 202XL Black Ink Cartridge High Yield Compatible | 334 | Office Supplies > General Office Supplies | none | 0 | none | |
| 12451 | Epson 202XL 4 Ink Cartridges Value Pack High Yield (B/C/M/Y) Compatible | 334 | Office Supplies > General Office Supplies | none | 0 | none | |
| 12452 | Epson 212XL Black Ink Cartridge High Yield | 334 | Office Supplies > General Office Supplies | none | 0 | none |