Fold 0 - Understanding why coefficient 159 was selected
Tag: NOTIONS
Selected Coefficient: 159
Taxonomy Path: 1.2
Taxonomy Name: Apparel & Accessories > Clothing Accessories
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 159 | 1.000000 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | Yes |
| 6 | 2.000000 | 6 | 6 (6) | Business & Industrial | No |
These are the training products that have the "NOTIONS" tag (processing sequence 2446). 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 |
|---|---|---|---|---|---|---|---|
| 11808 | Square Hand Made PU Leather Labels | Set of 4 | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 11874 | Hand Made With Love PU Leather Labels | Set of 4 | 159 | Apparel & Accessories > Clothing Accessories | none | 0 | none | |
| 20150 | Needle Insertion Tool for Sergers or Sewing Machines | 6 | Business & Industrial | none | -153 | none |