Fold 0 - Understanding why coefficient 18903 was selected
Tag: FLOWER
Selected Coefficient: 18903
Taxonomy Path: 22.2.3
Taxonomy Name: Software > Digital Goods & Currency > Digital Artwork
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 18903 | 4.012658 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 1541628 | 4.025316 | 22.1.10.3 | 3.10.1.22 (3*79^3 + 10*79^2 + 79 + 22) | Software > Computer Software > Multimedia & Design Software > Graphic Design & Illustration Software | No |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 6312877758 | 5.000000 | 3.2.1.6.4.2 | 2.4.6.1.2.3 (2*79^5 + 4*79^4 + 6*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | No |
These are the training products that have the "FLOWER" tag (processing sequence 4206). 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 |
|---|---|---|---|---|---|---|---|
| 12667 | Flower Glasses Embroidery Design BA002 | 6312877758 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | none | 6312858855 | none | |
| 13621 | Cute Ladybug Ornament DE054 | 6312877758 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | none | 6312858855 | none | |
| 12763 | Double Applique Alphabet Embroidery Design 4 sizes AL006 | 1541628 | Software > Computer Software > Multimedia & Design Software > Graphic Design & Illustration Software | none | 1522725 | none | |
| 12694 | Dandelion Motif Filled Design FL005 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 12668 | Flower Pacific Symbol Embroidery Design DE008 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 17645 | Blooming Bunnies Dog Bandana | 0 | DOG BANDANA | -18903 | none | ||
| 17646 | Sunny Day Floral Dog Bandana | 0 | DOG BANDANA | -18903 | none |