Fold 4 - Understanding why coefficient 6951085 was selected
Tag: V NECK
Selected Coefficient: 6951085
Taxonomy Path: 1.1.13.12
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 6951085 | 0.000145 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 1295216 | 0.000435 | 1.1.22.2 | 2.22.1.1 (2*83^3 + 22*83^2 + 83 + 1) | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | No |
These are the training products that have the "V NECK" tag (processing sequence 3064). 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 |
|---|---|---|---|---|---|---|---|
| 10305 | Basic V Neck Sweater - Coral | 6951085 | none | 0 | none | ||
| 10312 | Boxy Vest - Cloudy Grey | 6951085 | none | 0 | none | ||
| 10313 | Boxy Vest - Palest Pink | 6951085 | none | 0 | none | ||
| 12617 | Mermaid Lace Backless Spaghetti Straps Beach Wedding Dresses With Train, PW351 | 1295216 | Apparel & Accessories > Clothing > Wedding & Bridal Party Dresses > Wedding Dresses | none | -5655869 | none |