Fold 2 - Understanding why coefficient 178 was selected
Tag: 062024
Selected Coefficient: 178
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 19198 | 4.000000 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
These are the training products that have the "062024" tag (processing sequence 1888). 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 |
|---|---|---|---|---|---|---|---|
| 17024 | By Grace Alone Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 19020 | HER-23 | |
| 16907 | Trust In Him Bracelet | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 16973 | Do Not Be Afraid Bracelet | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 16980 | Eternal Life Cross Bracelet | 178 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 17245 | Love Like Jesus Bracelet | 178 | Religious & Ceremonial > Religious Items | none | 0 | none |