Fold 1 - Understanding why coefficient 2866834 was selected
Tag: ARTIFICIAL VERTICAL GARDEN
Selected Coefficient: 2866834
Taxonomy Path: 14.12.1.5
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? |
|---|---|---|---|---|---|
| 2866834 | 1.000145 | 14.12.1.5 | 5.1.12.14 (5*83^3 + 6889 + 12*83 + 14) | Yes | |
| 3445510 | 1.000145 | 14.12.2.6 | 6.2.12.14 (6*83^3 + 2*83^2 + 12*83 + 14) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "ARTIFICIAL VERTICAL GARDEN" tag (processing sequence 3489). 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 |
|---|---|---|---|---|---|---|---|
| 32518 | Luscious Fields - Hand Crafted Vertical Garden | 3445510 | none | 578676 | none | ||
| 32519 | Confetti - Hand Crafted Vertical Garden | 2866834 | none | 0 | none | ||
| 32508 | Garden Palace - Vertical Garden | 0 | DENSE | -2866834 | none |