Fold 4 - Understanding why coefficient 7328 was selected
Tag: KLUTZ-BOOKS
Selected Coefficient: 7328
Taxonomy Path: 24.5.1
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? |
|---|---|---|---|---|---|
| 7328 | 1.000145 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | Yes | |
| 6910106 | 1.000145 | 24.5.7.12 | 12.7.5.24 (12*83^3 + 7*83^2 + 5*83 + 24) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "KLUTZ-BOOKS" tag (processing sequence 3591). 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 |
|---|---|---|---|---|---|---|---|
| 8033 | Klutz LEGO Gear Bots | 6910106 | none | 6902778 | 10-25 | ||
| 7998 | Klutz Friendship Wish Bracelets | 7328 | none | 0 | ARTS-AND-CRAFTS, 10-25 | ||
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | 0 | CRAFT-KITS | -7328 | ARTS-AND-CRAFTS, 10-25 |