Fold 1 - Understanding why coefficient 48579 was selected
Tag: JIGSAW PUZZLE
Selected Coefficient: 48579
Taxonomy Path: 24.4.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 48579 | 1.000145 | 24.4.7 | 7.4.24 (7*83^2 + 4*83 + 24) | Yes | |
| 83024 | 1.000290 | 24.4.12 | 12.4.24 (12*83^2 + 4*83 + 24) | Toys & Games > Puzzles > Wooden & Pegged Puzzles | No |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "JIGSAW PUZZLE" tag (processing sequence 3042). 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 |
|---|---|---|---|---|---|---|---|
| 15437 | Fishing Magnetic Puzzle Game | 83024 | Toys & Games > Puzzles > Wooden & Pegged Puzzles | none | 34445 | none | |
| 15186 | Take Along Magnetic Jigsaw Puzzles - On the Farm | 48579 | none | 0 | none | ||
| 15187 | Take Along Magnetic Jigsaw Puzzles - Princesses | 48579 | none | 0 | none | ||
| 29531 | Autumn in Yosemite Valley | 0 | MUSEUM | -48579 | MARKETING, 2022 |