Fold 3 - Understanding why coefficient 26426 was selected
Tag: BESTSELLER
Selected Coefficient: 26426
Taxonomy Path: 14.17.5
Taxonomy Name: Home & Garden > Plants > Seeds, Bulbs & Accessories
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 26426 | 1.084507 | 14.17.5 | 5.17.14 (5*71^2 + 17*71 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | Yes |
| 337974 | 1.084904 | 14.3.67 | 67.3.14 (67*71^2 + 3*71 + 14) | Home & Garden > Decor > Vases | No |
| 151457 | 1.085102 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | No |
| 31144164 | 1.140845 | 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 | 11.000000 | 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 741). 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 | 31117738 | COLOUR_GREY, COLOUR_ORANGE, COLOUR_PURPLE | |
| 3727 | Big Caterpillar Vase | 337974 | Home & Garden > Decor > Vases | none | 311548 | COLOUR_CLEAR, VASES | |
| 3758 | Caterpillar Vase | 337974 | Home & Garden > Decor > Vases | none | 311548 | COLOUR_CLEAR | |
| 3724 | Arch | 337974 | Home & Garden > Decor > Vases | none | 311548 | COLOUR_CLEAR, COLOUR_GREY, VASES | |
| 3757 | Cactus - Small | 151457 | Home & Garden > Decor > Figurines | none | 125031 | none | |
| 3803 | Flower - Large | 151457 | Home & Garden > Decor > Figurines | none | 125031 | COLOUR_ORANGE, COLOUR_PURPLE | |
| 3743 | Liberte 4.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 3729 | Big Dyad 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY | |
| 3798 | Grassy | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 3805 | Liberte 3.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY | |
| 3744 | Big Minute 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 9071 | Glory Brooch My Little Pony | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -5835 | none |