Fold 4 - Understanding why coefficient -25044 was selected
Tag: FREE PEOPLE DRESSES
Selected Coefficient: -25044
Taxonomy Path: -1.1.4
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -25044 | 3.000000 | -1.1.4 | -4.1.1 (-(4*79^2 + 79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 25044 | 4.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "FREE PEOPLE DRESSES" tag (processing sequence 817). 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 |
|---|---|---|---|---|---|---|---|
| 970 | Magda Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 50088 | Animals & Pet Supplies > Pet Supplies > Pet Bed Accessories | FREE PEOPLEWE THE FREE |
| 996 | Lakeside Midi | 0 | CUTE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | TOPSFREE PEOPLE, FREE PEOPLEWE THE FREE | |
| 1053 | Rosie Posie Midi | 0 | CUTE DRESSES | 25044 | Apparel & Accessories > Clothing > Dresses | FREE PEOPLEWE THE FREE | |
| 961 | Hazy Maisy Maxi | -25044 | MAXI DRESSES, COTTON DRESSES | 0 | none | ||
| 1034 | One I Love Dress | -25044 | CUTE DRESSES, MAXI DRESSES | 0 | FREE PEOPLEWE THE FREE |