Fold 0 - Understanding why coefficient -548808576 was selected
Tag: BRIDAL
Selected Coefficient: -548808576
Taxonomy Path: -0.0.9.7.14
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? |
|---|---|---|---|---|---|
| -548808576 | 2.000000 | -0.0.9.7.14 | -14.7.9.0.0 (-(14*79^4 + 7*79^3 + 9*79^2)) | Yes | |
| -24944 | 2.000000 | -59.78.3 | -3.78.59 (-(3*79^2 + 78*79 + 59)) | No | |
| 25044 | 2.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "BRIDAL" tag (processing sequence 869). 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 |
|---|---|---|---|---|---|---|---|
| 147 | Silk Satin Crepe Slip Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 548833620 | SLIP DRESS | |
| 10197 | VIP Jewellery Design Experience! | -24944 | GOLD | 548783632 | ENGAGEMENT RINGS | ||
| 9630 | ALC 8oz White Wine set of 6 Silver | -548808576 | CLASSIC | 0 | none |