Fold 2 - Understanding why coefficient 193155 was selected
Tag: ONE
Selected Coefficient: 193155
Taxonomy Path: 14.3.28
Taxonomy Name: Home & Garden > Decor > Dried Flowers
Products with this tag: 8
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 | 0.012193 | 14.3.28 | 28.3.14 (28*83^2 + 3*83 + 14) | Home & Garden > Decor > Dried Flowers | Yes |
| 585828 | 0.012919 | 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 "ONE" tag (processing sequence 2939). 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 |
|---|---|---|---|---|---|---|---|
| 7513 | Mini Preserved Rose Box | 585828 | none | 392673 | none | ||
| 7492 | Petite Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7493 | Petite Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7511 | Mini Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7512 | Mini Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7515 | Mini Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7490 | Petite Preserved Rose Box | 193155 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7510 | Mini Preserved Rose Box | 15203 | none | -177952 | none |