Fold 1 - Understanding why coefficient 193155 was selected
Tag: PRESERVED ROSES
Selected Coefficient: 193155
Taxonomy Path: 14.3.28
Taxonomy Name: Home & Garden > Decor > Dried Flowers
Products with this tag: 9
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? |
|---|---|---|---|---|---|
| 193155 | 0.024242 | 14.3.28 | 28.3.14 (28*83^2 + 3*83 + 14) | Home & Garden > Decor > Dried Flowers | Yes |
| 585828 | 0.024967 | 14.3.2.1 | 1.2.3.14 (571787 + 2*83^2 + 3*83 + 14) | No | |
| 15203 | 0.084337 | 14.17.2 | 2.17.14 (2*83^2 + 17*83 + 14) | No |
These are the training products that have the "PRESERVED ROSES" tag (processing sequence 3375). 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 |
|---|---|---|---|---|---|---|---|
| 7439 | Medium Preserved Rose Box | 585828 | none | 392673 | none | ||
| 7440 | Small Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7441 | Small Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7438 | Medium Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7445 | Small Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7487 | Small Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7443 | Small Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7442 | Small Preserved Rose Box | 15203 | none | -177952 | none | ||
| 7444 | Small Round Box | 15203 | none | -177952 | none |