Fold 3 - 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: 6
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? |
|---|---|---|---|---|---|
| 18903 | 4.000000 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 992480 | 4.000002 | 3.2.1.2 | 2.1.2.3 (2*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | No |
| 6312877758 | 4.000002 | 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 |
| -1098496 | 5.000000 | -1.1.18.2 | -2.18.1.1 (-(2*79^3 + 18*79^2 + 79 + 1)) | No | |
| 78898651 | 5.000000 | 8.78.1.2.2 | 2.2.1.78.8 (2*79^4 + 2*79^3 + 6241 + 78*79 + 8) | No |
These are the training products that have the "FLOWER" tag (processing sequence 1420). 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 |
|---|---|---|---|---|---|---|---|
| 13621 | Cute Ladybug Ornament DE054 | 6312877758 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | none | 6312858855 | none | |
| 14066 | Le Flower | 78898651 | AUSTRALIAN ART, AUSTRALIAN MADE | 78879748 | PALM TREE ART | ||
| 14074 | Pandan Romance | 992480 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Art & Crafting Materials | none | 973577 | none | |
| 12668 | Flower Pacific Symbol Embroidery Design DE008 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 12694 | Dandelion Motif Filled Design FL005 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 11240 | Tapestry | -1098496 | ORANGE, BLUE, ATHLETIC | -1117399 | none |