Fold 0 - Understanding why coefficient -55523 was selected
Tag: SALE COLLECTION
Selected Coefficient: -55523
Taxonomy Path: -1.1.11
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? |
|---|---|---|---|---|---|
| -55523 | 2.000000 | -1.1.11 | -11.1.1 (-(11*71^2 + 71 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 50636 | 2.000000 | 13.3.10 | 10.3.13 (10*71^2 + 3*71 + 13) | Health & Beauty > Personal Care > Hair Care | No |
These are the training products that have the "SALE COLLECTION" tag (processing sequence 2003). 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 |
|---|---|---|---|---|---|---|---|
| 246 | Flash Sale: Buy Deep Wave 13*6 HD Lace Wigs, Get 4*4 Bob Wig For Free | 50636 | Health & Beauty > Personal Care > Hair Care | none | 106159 | none | |
| 411 | Copper Brown Spanish Curly Tranparent Lace Wigs Deep Hairline 100% Human Hair HD Clear Lace Front Wigs-Amanda Hair | 0 | 13*4 LACE FRONT WIGS | 55523 | Apparel & Accessories > Clothing > Outfit Sets | none | |
| 245 | Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair | -55523 | 13*4 LACE FRONT WIGS, HOT SALE | 0 | none |