Fold 0 - Understanding why coefficient 167 was selected
Tag: NOTIONS
Selected Coefficient: 167
Taxonomy Path: 1.2
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? |
|---|---|---|---|---|---|
| 167 | 2.000000 | 1.2 | 2.1 (2*83 + 1) | Yes | |
| 6 | 3.000000 | 6 | 6 (6) | No | |
| 34709 | 3.000000 | 15.3.5 | 5.3.15 (5*83^2 + 3*83 + 15) | No |
These are the training products that have the "NOTIONS" tag (processing sequence 4816). 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 |
|---|---|---|---|---|---|---|---|
| 11895 | Small Mandala Notions Pouch | Knitting or Needlework | 34709 | none | 34542 | none | ||
| 11867 | Assorted PU Leather Labels | Set of 8 | 167 | none | 0 | none | ||
| 11874 | Hand Made With Love PU Leather Labels | Set of 4 | 167 | none | 0 | none | ||
| 20150 | Needle Insertion Tool for Sergers or Sewing Machines | 6 | none | -161 | none |