Fold 3 - Understanding why coefficient 158764960 was selected
Tag: QUILT PATTERN
Selected Coefficient: 158764960
Taxonomy Path: 3.2.1.6.4
Taxonomy Name: Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 158764960 | 1.000000 | 3.2.1.6.4 | 4.6.1.2.3 (4*79^4 + 6*79^3 + 6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns | Yes |
| 9428884238 | 1.000000 | 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 |
| 17 | 2.000000 | 17 | 17 (17) | Media | No |
These are the training products that have the "QUILT PATTERN" tag (processing sequence 4063). 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 |
|---|---|---|---|---|---|---|---|
| 20008 | Cow Abstractions by Violet Craft | 9428884238 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Sewing Patterns > Home Decor Sewing Patterns | none | 9270119278 | none | |
| 20002 | Christmas Tree Braid Quilt Pattern by Calico Patch Designs | 158764960 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts > Crafting Patterns & Molds > Needlecraft Patterns | none | 0 | none | |
| 20053 | Sew Big or Go Home Quilt Pattern by Kelli Fannin | 17 | Media | none | -158764943 | none |