Fold 0 - Understanding why coefficient 186 was selected
Tag: INCENSE
Selected Coefficient: 186
Taxonomy Path: 20.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 186 | 0.000000 | 20.2 | 2.20 (2*83 + 20) | Yes |
These are the training products that have the "INCENSE" tag (processing sequence 1440). 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 |
|---|---|---|---|---|---|---|---|
| 204 | White Sage & Lavender Incense | 186 | none | 0 | RITUAL | ||
| 205 | White Sage Smudge Stick | 186 | none | 0 | RITUAL | ||
| 972 | Pineapple Jasmine | 186 | none | 0 | none | ||
| 1080 | Money Drawing | 186 | none | 0 | none |