Fold 0 - Understanding why coefficient 20767 was selected
Tag: EMBROIDERY THREAD
Selected Coefficient: 20767
Taxonomy Path: 17.1.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 20767 | 2.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 1174 | 3.000000 | 12.14 | 14.12 (14*83 + 12) | No |
These are the training products that have the "EMBROIDERY THREAD" tag (processing sequence 4734). 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 |
|---|---|---|---|---|---|---|---|
| 19995 | An Introduction to Machine Cutwork by Michelle Pullen | 20767 | none | 0 | none | ||
| 20044 | PUNCH : Digitizing for Embroidery Design by Bonnie Nielsen | 20767 | none | 0 | none | ||
| 20165 | Threading Wires (3) for Singer 114W103 and Cornely Chainstitch Machines | 1174 | none | -19593 | none | ||
| 19952 | Madeira Burmilana Cotton #12 Thread: Color 816-3244 | 0 | BURMILANA | -20767 | CHAINSTITCH THREAD |