Fold 4 - Understanding why coefficient -3950641 was selected
Tag: PREMIUM
Selected Coefficient: -3950641
Taxonomy Path: -9.1.1.8
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? |
|---|---|---|---|---|---|
| -3950641 | 2.000000 | -9.1.1.8 | -8.1.1.9 (-(8*79^3 + 6241 + 79 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 552997330 | 2.000000 | 16.13.48.15.14 | 14.15.48.13.16 (14*79^4 + 15*79^3 + 48*79^2 + 13*79 + 16) | No |
These are the training products that have the "PREMIUM" tag (processing sequence 3738). 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 |
|---|---|---|---|---|---|---|---|
| 5886 | Vintage Black Oversized Sweatshirt | 552997330 | GRAPHIC PRINT, ATHLEISURE, OVERSIZED | 556947971 | PLANT | ||
| 19808 | CB-12X16-BLUE (PREMIUM) | 0 | IN-STOCK BOARD | 3950641 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | |
| 20787 | Sekaiitto Wakanomegumi Premium Yuzushu (CITRON) 720ml | -3950641 | LIQUEUR, 720ML | 0 | none |