Fold 1 - 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: 6
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 | 1.000397 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | Yes |
| 368220 | 1.000595 | 14.3.2.1 | 1.2.3.14 (357911 + 2*71^2 + 3*71 + 14) | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | No |
| -186517 | 5.000000 | -0.0.37 | -37.0.0 (-(37*71^2)) | No |
These are the training products that have the "CERAMIC FLOWERS" tag (processing sequence 551). 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, COLOUR_YELLOW, PRICE_$100 AND UP, SIZE_LARGE | |
| 3770 | Ceramic Flowers Set of 5 | Celestial | 368220 | Home & Garden > Decor > Artificial Flora > Artificial Flowering Plants | none | 216763 | COLOUR_PURPLE, COLOUR_YELLOW, PRICE_$100 AND UP, SIZE_LARGE | |
| 3750 | Blomma | Ceramic Flower Gift Sets | 151457 | Home & Garden > Decor > Figurines | none | 0 | COLOUR_PINK, COLOUR_YELLOW, PRICE_$100 AND UP, SIZE_LARGE | |
| 3759 | Ceramic Accent Decor Set of 3 | Toronto | 151457 | Home & Garden > Decor > Figurines | none | 0 | COLOUR_PURPLE | |
| 3760 | Ceramic Flower Decor Set of 3 | Botanical | 151457 | Home & Garden > Decor > Figurines | none | 0 | PRICE_$100 AND UP, SIZE_LARGE | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | -186517 | BESTSELLER | -337974 | PRICE_$100 AND UP |