Fold 4 - Understanding why coefficient -125268850 was selected
Tag: STYLE-CROPS
Selected Coefficient: -125268850
Taxonomy Path: -0.0.0.66.4
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? |
|---|---|---|---|---|---|
| -125268850 | 1.000003 | -0.0.0.66.4 | -4.66.0.0.0 (-(4*71^4 + 66*71^3)) | Yes | |
| 0 | 1.000006 | 0 | 0 (0) | No | |
| 2152579 | 3.000000 | 1.1.1.6 | 6.1.1.1 (6*71^3 + 5041 + 71 + 1) | Apparel & Accessories > Clothing > Activewear > Sports Bras | No |
These are the training products that have the "STYLE-CROPS" tag (processing sequence 2170). 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 |
|---|---|---|---|---|---|---|---|
| 7728 | Zip Up Crop Bra - Camo | 2152579 | Apparel & Accessories > Clothing > Activewear > Sports Bras | none | 127421429 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none |
| 7620 | Sleek Performance Crop - White | 0 | COURTSPORTS | 125268850 | none | ||
| 7619 | Glow Utility Crop - Palm | -125268850 | COLOURGROUP-GREEN | 0 | none | ||
| 7727 | Ultimate Crop - Grey Leopard | -125268850 | 2023 GREY LEOPARD | 0 | none |