Fold 0 - Understanding why coefficient 158764960 was selected
Tag: PIECING
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: 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? |
|---|---|---|---|---|---|
| 158764960 | 2.000000 | 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 | 2.000000 | 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 | 3.000000 | 0 | 0 (0) | No | |
| 18819 | 3.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "PIECING" tag (processing sequence 3204). 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 | 9270119278 | APPLIQUE | |
| 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 | |
| 20099 | Strip Tube Tannenbaum Pattern by Daniela Stout | 18819 | Media > Books > Print Books | none | -158746141 | none | |
| 19923 | Hopscotch Quilt Pattern by Amy Smart | 0 | SEWING | -158764960 | none |