Fold 2 - Understanding why coefficient 337974 was selected
Tag: BESTSELLER
Selected Coefficient: 337974
Taxonomy Path: 14.3.67
Taxonomy Name: Home & Garden > Decor > Vases
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? |
|---|---|---|---|---|---|
| 337974 | 0.056735 | 14.3.67 | 67.3.14 (67*71^2 + 3*71 + 14) | Home & Garden > Decor > Vases | Yes |
| 151457 | 0.056933 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | No |
| 26426 | 0.070423 | 14.17.5 | 5.17.14 (5*71^2 + 17*71 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | No |
These are the training products that have the "BESTSELLER" tag (processing sequence 492). 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 |
|---|---|---|---|---|---|---|---|
| 3724 | Arch | 337974 | Home & Garden > Decor > Vases | none | 0 | none | |
| 3758 | Caterpillar Vase | 337974 | Home & Garden > Decor > Vases | none | 0 | none | |
| 3804 | Large Tika | 337974 | Home & Garden > Decor > Vases | none | 0 | COLOR_YELLOW, COLOUR_BLACK, MATERIAL_CERAMIC | |
| 3757 | Cactus - Small | 151457 | Home & Garden > Decor > Figurines | none | -186517 | MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 3775 | Coral Matte | 151457 | Home & Garden > Decor > Figurines | none | -186517 | MATERIAL_CERAMIC | |
| 3744 | Big Minute 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -311548 | COLOR_YELLOW, MATERIAL_CERAMIC | |
| 3746 | Big Virago 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -311548 | none | |
| 3729 | Big Dyad 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -311548 | COLOUR_BLACK | |
| 3743 | Liberte 4.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -311548 | COLOR_YELLOW, MATERIAL_CERAMIC |