Fold 3 - Understanding why coefficient 1118 was selected
Tag: EMBROIDERY THREAD
Selected Coefficient: 1118
Taxonomy Path: 12.14
Taxonomy Name: Hardware > Tool Accessories
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1118 | 1.000000 | 12.14 | 14.12 (14*79 + 12) | Hardware > Tool Accessories | Yes |
| 18819 | 1.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "EMBROIDERY THREAD" tag (processing sequence 3336). 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 |
|---|---|---|---|---|---|---|---|
| 20044 | PUNCH : Digitizing for Embroidery Design by Bonnie Nielsen | 18819 | Media > Books > Print Books | none | 17701 | none | |
| 20165 | Threading Wires (3) for Singer 114W103 and Cornely Chainstitch Machines | 1118 | Hardware > Tool Accessories | none | 0 | none |