Fold 2 - Understanding why coefficient -1349 was selected
Tag: 114E103
Selected Coefficient: -1349
Taxonomy Path: -6.17
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -1349 | 4.000000 | -6.17 | -17.6 (-(17*79 + 6)) | Yes | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| -231 | 7.000000 | -73.2 | -2.73 (-(2*79 + 73)) | No | |
| 17470 | 7.000000 | 11.63.2 | 2.63.11 (2*79^2 + 63*79 + 11) | No |
These are the training products that have the "114E103" tag (processing sequence 2071). 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 | 17470 | SINGER CHAIN STITCH | 18819 | Media > Books > Print Books | EMBROIDERY THREAD | |
| 20151 | Nipple Wrench for Cornely & Singer 114W103 Chainstitch Machines | 0 | SINGER CHAIN STITCH | 1349 | Business & Industrial > Manufacturing | none | |
| 20148 | Needle Bar Pipe Cleaning Brush Rod for Chainstitch Machines | 0 | SINGER CHAIN STITCH | 1349 | Business & Industrial > Manufacturing | none | |
| 20165 | Threading Wires (3) for Singer 114W103 and Cornely Chainstitch Machines | -231 | SINGER CHAIN STITCH | 1118 | Hardware > Tool Accessories | EMBROIDERY THREAD | |
| 19955 | Madeira Burmilana Wool #12 Thread : Color 813-3641 Grey Black Melange | -1349 | WOOL BURMILANA, SINGER CHAIN STITCH | 0 | none | ||
| 19953 | Madeira Burmilana Wool #12 Thread : Color 813-3351 Moss Melange | -1349 | WOOL BURMILANA, SINGER CHAIN STITCH | 0 | none | ||
| 19952 | Madeira Burmilana Cotton #12 Thread: Color 816-3244 | -1349 | BURMILANA, SINGER CHAIN STITCH | 0 | EMBROIDERY THREAD | ||
| 19912 | Madeira Burmilana Wool #12 Thread : Color 813-3882 Dark Grey Melange | -1349 | WOOL BURMILANA, SINGER CHAIN STITCH | 0 | none |