Fold 4 - Understanding why coefficient 1485519 was selected
Tag: CROCHET
Selected Coefficient: 1485519
Taxonomy Path: 3.2.1.3
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 1485519 | 2.000002 | 3.2.1.3 | 3.1.2.3 (3*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | Yes |
| 273150008 | 2.000002 | 3.2.1.1.7 | 7.1.1.2.3 (7*79^4 + 493039 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Needlecraft Kits | No |
| 93 | 3.000000 | 14.1 | 1.14 (79 + 14) | Home & Garden > Bathroom Accessories | No |
| 6660 | 3.000000 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
These are the training products that have the "CROCHET" tag (processing sequence 3852). 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 |
|---|---|---|---|---|---|---|---|
| 19606 | Hardicraft Christmas Car Crochet Kit | 273150008 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Craft Kits > Needlecraft Kits | none | 271664489 | none | |
| 11839 | Tree of Life Crochet Markers | Pretty Warm Designs | 1485519 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Tool Accessories | none | 0 | none | |
| 19605 | Hardicraft Cacti Crochet Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -1478859 | none | |
| 20255 | Handmade Farmhouse Wash Cloth | 93 | Home & Garden > Bathroom Accessories | none | -1485426 | none |