Fold 2 - Understanding why coefficient 512000 was selected
Tag: WITCH
Selected Coefficient: 512000
Taxonomy Path: 1.3.3.1
Taxonomy Name: Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 512000 | 0.000000 | 1.3.3.1 | 1.3.3.1 (493039 + 3*79^2 + 3*79 + 1) | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | Yes |
These are the training products that have the "WITCH" tag (processing sequence 1216). 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 |
|---|---|---|---|---|---|---|---|
| 12864 | Adult Black Sheer Witch Dress | 1 ct | 512000 | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | none | 0 | COSTUME, IN STORE ONLY | |
| 13032 | Kids Enchanted Witch Costume XL 14-16 | 1 ct | 512000 | Apparel & Accessories > Costumes & Accessories > Costumes > Costume Dresses | none | 0 | COSTUME, IN STORE ONLY |