Fold 3 - Understanding why coefficient 151457 was selected
Tag: CERAMIC FLOWERS
Selected Coefficient: 151457
Taxonomy Path: 14.3.30
Taxonomy Name: Home & Garden > Decor > Figurines
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? |
|---|---|---|---|---|---|
| 151457 | 1.000595 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | Yes |
| 368220 | 1.000992 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
| 125031 | 8.000000 | 0.57.24 | 24.57.0 (24*71^2 + 57*71) | No |
These are the training products that have the "CERAMIC FLOWERS" tag (processing sequence 559). 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 |
|---|---|---|---|---|---|---|---|
| 3747 | Bloem | Ceramic Flower Gift Sets | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 216763 | COLOUR_PINK | |
| 3761 | Ceramic Flower Decor Set of 3 | Garden Party | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 216763 | COLOUR_PINK | |
| 3762 | Ceramic Flowers Set of 11 | Fashionista | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 216763 | COLOUR_PINK | |
| 3760 | Ceramic Flower Decor Set of 3 | Botanical | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3769 | Ceramic Flowers Set of 3 | Sea Side | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3763 | Ceramic Flowers Set of 3 | Chelsea | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3750 | Blomma | Ceramic Flower Gift Sets | 151457 | Home & Garden > Decor > Figurines | none | 0 | COLOUR_PINK | |
| 3759 | Ceramic Accent Decor Set of 3 | Toronto | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 125031 | BESTSELLER | -26426 | none |