Fold 4 - Understanding why coefficient -546349524 was selected
Tag: INCENSE
Selected Coefficient: -546349524
Taxonomy Path: -60.77.9.2.14
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -546349524 | 2.000000 | -60.77.9.2.14 | -14.2.9.77.60 (-(14*79^4 + 2*79^3 + 9*79^2 + 77*79 + 60)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 178 | 2.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "INCENSE" tag (processing sequence 1733). 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 |
|---|---|---|---|---|---|---|---|
| 205 | White Sage Smudge Stick | 178 | Religious & Ceremonial > Religious Items | none | 546349702 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Trucker Jackets | RITUAL, SAGE |
| 972 | Pineapple Jasmine | 0 | CLEANSE | 546349524 | none | ||
| 915 | Cast Iron Burner Cauldron with wooden handle | -546349524 | CHARCOAL | 0 | SAGE |