Fold 4 - Understanding why coefficient 32562 was selected
Tag: BESTSELLER
Selected Coefficient: 32562
Taxonomy Path: 14.17.5
Taxonomy Name: Home & Garden > Plants > Seeds, Bulbs & Accessories
Products with this tag: 16
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? |
|---|---|---|---|---|---|
| 32562 | 4.075949 | 14.17.5 | 5.17.14 (5*79^2 + 17*79 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | Yes |
| 187481 | 4.076270 | 14.3.30 | 30.3.14 (30*79^2 + 3*79 + 14) | Home & Garden > Decor > Figurines | No |
| 418398 | 4.076590 | 14.3.67 | 67.3.14 (67*79^2 + 3*79 + 14) | Home & Garden > Decor > Vases | No |
| 81358015 | 13.000000 | 23.4.1.7.2 | 2.7.1.4.23 (2*79^4 + 7*79^3 + 6241 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | No |
| 0 | 15.000000 | 0 | 0 (0) | No |
These are the training products that have the "BESTSELLER" tag (processing sequence 799). 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 |
|---|---|---|---|---|---|---|---|
| 12782 | Tow Zone III Tube | 81358015 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 81325453 | none | |
| 12987 | ZOOM Two Tube | 81358015 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 81325453 | none | |
| 12909 | Tow Zone II Tube | 81358015 | Sporting Goods > Outdoor Recreation > Boating & Water Sports > Towed Water Sports > Towable Rafts & Tubes | none | 81325453 | none | |
| 3727 | Big Caterpillar Vase | 418398 | Home & Garden > Decor > Vases | none | 385836 | COLOUR_CLEAR, FEATURE_TABLE SETTING | |
| 3804 | Large Tika | 418398 | Home & Garden > Decor > Vases | none | 385836 | COLOUR_GREY, MATERIAL_CERAMIC | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 187481 | Home & Garden > Decor > Figurines | none | 154919 | BUNDLE, CERAMIC FLOWERS, COLOR_GREEN, COLOR_PURPLE | |
| 3775 | Coral Matte | 187481 | Home & Garden > Decor > Figurines | none | 154919 | MATERIAL_CERAMIC | |
| 3803 | Flower - Large | 187481 | Home & Garden > Decor > Figurines | none | 154919 | MATERIAL_CERAMIC | |
| 3757 | Cactus - Small | 187481 | Home & Garden > Decor > Figurines | none | 154919 | MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 3800 | Hexi 3.5" Pot and Saucer | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY | |
| 3743 | Liberte 4.25" Pot and Saucer | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | MATERIAL_CERAMIC | |
| 3805 | Liberte 3.25" Pot and Saucer | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY, MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 3744 | Big Minute 5" Pot and Saucer | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | MATERIAL_CERAMIC | |
| 3746 | Big Virago 5" Pot and Saucer | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 3798 | Grassy | 32562 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | FEATURE_TABLE SETTING, MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 11038 | The Eva Necklace - Gunmetal Paper Clip Lock Necklace | 0 | NECKLACE | -32562 | none |