Fold 4 - Understanding why coefficient -19020 was selected
Tag: RELAXED & CLEAR
Selected Coefficient: -19020
Taxonomy Path: -60.3.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -19020 | 1.000000 | -60.3.3 | -3.3.60 (-(3*79^2 + 3*79 + 60)) | Yes | |
| 178 | 1.000000 | 20.2 | 2.20 (2*79 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 2433). 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 |
|---|---|---|---|---|---|---|---|
| 6572 | Third Eye Chakra Ritual Kit | 178 | Religious & Ceremonial > Religious Items | none | 19198 | Apparel & Accessories > Jewelry > Bracelets | none |
| 6535 | Crown Chakra Ritual Kit | -19020 | #NOT-ON-SALE | 0 | none |