Fold 4 - 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: 4
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 | 1.070423 | 14.17.5 | 5.17.14 (5*71^2 + 17*71 + 14) | Home & Garden > Plants > Seeds, Bulbs & Accessories | Yes |
| 151457 | 1.084904 | 14.3.30 | 30.3.14 (30*71^2 + 3*71 + 14) | Home & Garden > Decor > Figurines | No |
| 337974 | 1.085102 | 14.3.67 | 67.3.14 (67*71^2 + 3*71 + 14) | Home & Garden > Decor > Vases | 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 730). 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 |
|---|---|---|---|---|---|---|---|
| 3727 | Big Caterpillar Vase | 337974 | Home & Garden > Decor > Vases | none | 311548 | COLOUR_CLEAR, FEATURE_TABLE SETTING | |
| 3804 | Large Tika | 337974 | Home & Garden > Decor > Vases | none | 311548 | COLOUR_GREY, MATERIAL_CERAMIC | |
| 3764 | Ceramic Flowers Set of 3 - San Diego | 151457 | Home & Garden > Decor > Figurines | none | 125031 | BUNDLE, CERAMIC FLOWERS | |
| 3803 | Flower - Large | 151457 | Home & Garden > Decor > Figurines | none | 125031 | MATERIAL_CERAMIC | |
| 3775 | Coral Matte | 151457 | Home & Garden > Decor > Figurines | none | 125031 | MATERIAL_CERAMIC | |
| 3805 | Liberte 3.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY, MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 3798 | Grassy | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | FEATURE_TABLE SETTING, MATERIAL_CERAMIC, PRICE_UNDER $15 | |
| 3743 | Liberte 4.25" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | MATERIAL_CERAMIC | |
| 3744 | Big Minute 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | MATERIAL_CERAMIC | |
| 3746 | Big Virago 5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | none | |
| 3800 | Hexi 3.5" Pot and Saucer | 26426 | Home & Garden > Plants > Seeds, Bulbs & Accessories | none | 0 | COLOUR_GREY | |
| 9071 | Glory Brooch My Little Pony | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -5835 | none |