Fold 4 - Understanding why coefficient 141375 was selected
Tag: ONE
Selected Coefficient: 141375
Taxonomy Path: 14.3.28
Taxonomy Name: Home & Garden > Decor > Dried Flowers
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 141375 | 0.014680 | 14.3.28 | 28.3.14 (28*71^2 + 3*71 + 14) | Home & Garden > Decor > Dried Flowers | Yes |
| 368220 | 0.015275 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
| 11303 | 0.126761 | 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 "ONE" tag (processing sequence 1783). 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 |
|---|---|---|---|---|---|---|---|
| 7488 | Petite Preserved Rose Box | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 226845 | none | |
| 7513 | Mini Preserved Rose Box | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 226845 | none | |
| 7514 | Mini Preserved Rose Box | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 226845 | none | |
| 7492 | Petite Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7493 | Petite Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7511 | Mini Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7515 | Mini Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7489 | Petite Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7490 | Petite Preserved Rose Box | 141375 | Home & Garden > Decor > Dried Flowers | none | 0 | none | |
| 7510 | Mini Preserved Rose Box | 11303 | Home & Garden > Plants > Flowers | none | -130072 | none |