Fold 0 - Understanding why coefficient 162 was selected
Tag: PACKOF1
Selected Coefficient: 162
Taxonomy Path: 20.2
Taxonomy Name: Religious & Ceremonial > Religious Items
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? |
|---|---|---|---|---|---|
| 162 | 1.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | Yes |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "PACKOF1" tag (processing sequence 1821). 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 |
|---|---|---|---|---|---|---|---|
| 9246 | Crystal Candlesticks 9 Branches 26cm | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9282 | Crystal Candlesticks With Stones 34 Cm | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 9257 | Crystal Matzah Holder 26*20 Cm With Metal Plaques | 0 | 50-100 | -162 | none |