Fold 0 - Understanding why coefficient -4025347 was selected
Tag: PACKOF1
Selected Coefficient: -4025347
Taxonomy Path: -60.77.12.8
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -4025347 | 1.000000 | -60.77.12.8 | -8.12.77.60 (-(8*79^3 + 12*79^2 + 77*79 + 60)) | Yes | |
| 178 | 2.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "PACKOF1" tag (processing sequence 2257). 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 | 178 | Religious & Ceremonial > Religious Items | none | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none |
| 9257 | Crystal Matzah Holder 26*20 Cm With Metal Plaques | -4025347 | 50-100 | 0 | none | ||
| 9268 | Crystal Candlesticks With Stones 17 Cm | -4025347 | 50-100 | 0 | none |