Fold 0 - Understanding why coefficient 6660 was selected
Tag: KLUTZ-BOOKS
Selected Coefficient: 6660
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 6660 | 0.000000 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | Yes |
These are the training products that have the "KLUTZ-BOOKS" tag (processing sequence 1251). 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 |
|---|---|---|---|---|---|---|---|
| 7998 | Klutz Friendship Wish Bracelets | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | 10-25 | |
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | 10-25 | |
| 8022 | Klutz Sweet Dreams DIY Kit | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | 10-25 |