Fold 4 - Understanding why coefficient 18903 was selected
Tag: APPLIQUE
Selected Coefficient: 18903
Taxonomy Path: 22.2.3
Taxonomy Name: Software > Digital Goods & Currency > Digital Artwork
Products with this tag: 5
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 | 3.000000 | 22.2.3 | 3.2.22 (3*79^2 + 2*79 + 22) | Software > Digital Goods & Currency > Digital Artwork | Yes |
| 6312877758 | 3.000000 | 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 |
| 9428884238 | 3.000000 | 3.2.1.6.5.3 | 3.5.6.1.2.3 (3*79^5 + 5*79^4 + 6*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | No |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "APPLIQUE" tag (processing sequence 3682). 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 |
|---|---|---|---|---|---|---|---|
| 20021 | Dwight the Deer Quilt Pattern by Elizabeth Hartman | 9428884238 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | none | 9428865335 | none | |
| 13681 | Cute Bunny Face Kawaii Applique AN009 | 6312877758 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns > Embroidery Patterns | none | 6312858855 | BUNNY | |
| 12764 | Cute Mermaid Sea Letter K Applique DL155 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 13608 | Cute Mermaid Sea Number 11 Applique HB095 | 18903 | Software > Digital Goods & Currency > Digital Artwork | none | 0 | none | |
| 19997 | Bjorn Bear Quilt Pattern by Elizabeth Hartman | 0 | FAT QUARTER | -18903 | none |