Fold 4 - Understanding why coefficient 141375 was selected
Tag: PRESERVED ROSES
Selected Coefficient: 141375
Taxonomy Path: 14.3.28
Taxonomy Name: Home & Garden > Decor > Dried Flowers
Products with this tag: 8
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 141375 | 0.014085 | 14.3.28 | 28.3.14 (28*71^2 + 3*71 + 14) | Home & Garden > Decor > Dried Flowers | Yes |
| 11303 | 0.098592 | 14.17.2 | 2.17.14 (2*71^2 + 17*71 + 14) | Home & Garden > Plants > Flowers | No |
These are the training products that have the "PRESERVED ROSES" tag (processing sequence 1887). 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 |
|---|---|---|---|---|---|---|---|
| 7487 | Small Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7438 | Medium Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7440 | Small Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7441 | Small Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7443 | Small Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7445 | Small Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7424 | Medium Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7465 | Small Preserved Rose Box | 11303 | Home & Garden > Plants > Flowers | none | -130072 | none |