Fold 1 - Understanding why coefficient 151457 was selected
Tag: BESTSELLER
Selected Coefficient: 151457
Taxonomy Path: 14.3.30
Taxonomy Name: Home & Garden > Decor > Figurines
Products with this tag: 14
Unique residual values tried: 5
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 | 1.085102 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | Yes |
| 337974 | 1.085301 | 14.3.67 | 67.3.14 (67*71^2 + 3*71 + 14) | Home & Garden > Decor > Vases | No |
| 26426 | 1.112676 | 14.17.5 | 5.17.14 (5*71^2 + 17*71 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | No |
| 31144164 | 1.169014 | 14.12.1.16.1 | 1.16.1.12.14 (25411681 + 16*71^3 + 5041 + 12*71 + 14) | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | No |
| 20591 | 13.000000 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
These are the training products that have the "BESTSELLER" tag (processing sequence 739). 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 |
|---|---|---|---|---|---|---|---|
| 3745 | Big Tika 5" Pot and Saucer | 31144164 | Home & Garden > Lawn & Garden > Gardening > Pots & Planters > Planters | none | 30992707 | COLOUR_BLACK, COLOUR_RED, COLOUR_WHITE | |
| 3724 | Arch | 337974 | Home & Garden > Decor > Vases | none | 186517 | COLOUR_CLEAR | |
| 3758 | Caterpillar Vase | 337974 | Home & Garden > Decor > Vases | none | 186517 | COLOUR_CLEAR | |
| 3804 | Large Tika | 337974 | Home & Garden > Decor > Vases | none | 186517 | COLOUR_BLACK, COLOUR_RED, COLOUR_WHITE | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 151457 | Home & Garden > Decor > Figurines | none | 0 | BUNDLE, CERAMIC FLOWERS | |
| 3775 | Coral Matte | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3757 | Cactus - Small | 151457 | Home & Garden > Decor > Figurines | none | 0 | PRICE_UNDER $15 | |
| 3803 | Flower - Large | 151457 | Home & Garden > Decor > Figurines | none | 0 | none | |
| 3744 | Big Minute 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -125031 | COLOUR_RED | |
| 3746 | Big Virago 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -125031 | COLOUR_WHITE, MATERIAL_CLAY | |
| 3800 | Hexi 3.5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -125031 | COLOUR_BLACK, COLOUR_WHITE, MATERIAL_CLAY | |
| 3729 | Big Dyad 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -125031 | COLOUR_BLACK, COLOUR_WHITE, MATERIAL_CLAY | |
| 3743 | Liberte 4.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | -125031 | COLOUR_RED | |
| 9071 | Glory Brooch My Little Pony | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -130866 | none |