Fold 3 - Understanding why coefficient -630501 was selected
Tag: SUMMER SHOES
Selected Coefficient: -630501
Taxonomy Path: -2.2.22.1
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? |
|---|---|---|---|---|---|
| -630501 | 2.000000 | -2.2.22.1 | -1.22.2.2 (-(493039 + 22*79^2 + 2*79 + 2)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 56802 | 2.000000 | 1.8.9 | 9.8.1 (9*79^2 + 8*79 + 1) | Apparel & Accessories > Shoes > Flats | No |
These are the training products that have the "SUMMER SHOES" tag (processing sequence 4078). 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 |
|---|---|---|---|---|---|---|---|
| 991 | Keen Woven | 56802 | Apparel & Accessories > Shoes > Flats | none | 687303 | none | |
| 1009 | Marisa | 0 | CHIC SANDALS | 630501 | none | ||
| 931 | Gardenia | -630501 | TOPSFREE PEOPLE, FUN SUMMER COLORS, FREE PEOPLEWE THE FREE | 0 | none |