Fold 2 - Understanding why coefficient -25298 was selected
Tag: 2020AUG08
Selected Coefficient: -25298
Taxonomy Path: -18.4.4
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -25298 | 1.000160 | -18.4.4 | -4.4.18 (-(4*79^2 + 4*79 + 18)) | Yes | |
| -6466010 | 1.000320 | -18.4.9.13 | -13.9.4.18 (-(13*79^3 + 9*79^2 + 4*79 + 18)) | No | |
| -25280 | 3.000000 | -0.4.4 | -4.4.0 (-(4*79^2 + 4*79)) | No |
These are the training products that have the "2020AUG08" tag (processing sequence 3103). 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 |
|---|---|---|---|---|---|---|---|
| 20473 | SK025f | Baby Steamie Stickers - (F) Full Boxes - Banner | -25280 | BLACKFRIDAY2021_SALE | 18 | Office Supplies | none | |
| 20476 | SK026d | Baby Suey Stickers - (D) Functional | -25298 | 2021JUN24, BLACKFRIDAY2021_SALE | 0 | none | ||
| 20477 | SK026e | Baby Suey Stickers - (E) Full Boxes - Stroller | -25298 | 2021JUN24, BLACKFRIDAY2021_SALE | 0 | none | ||
| 20478 | SK026f | Baby Suey Stickers - (F) Full Boxes - Banner | -6466010 | 2021JUN24, BLACKFRIDAY2021_SALE | -6440712 | none |