Fold 4 - Understanding why coefficient 162 was selected
Tag: INCENSE
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 |
| -2928727 | 2.000000 | -48.69.12.8 | -8.12.69.48 (-(8*71^3 + 12*71^2 + 69*71 + 48)) | No |
These are the training products that have the "INCENSE" tag (processing sequence 870). 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 | 162 | Religious & Ceremonial > Religious Items | none | 0 | RITUAL | |
| 915 | Cast Iron Burner Cauldron with wooden handle | 162 | Religious & Ceremonial > Religious Items | none | 0 | none | |
| 972 | Pineapple Jasmine | -2928727 | CLEANSE | -2928889 | none |