Fold 4 - Understanding why coefficient -15388 was selected
Tag: RELAXED & CLEAR
Selected Coefficient: -15388
Taxonomy Path: -52.3.3
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? |
|---|---|---|---|---|---|
| -15388 | 1.000000 | -52.3.3 | -3.3.52 (-(3*71^2 + 3*71 + 52)) | Yes | |
| 162 | 1.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
These are the training products that have the "RELAXED & CLEAR" tag (processing sequence 1943). 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 | 162 | Religious & Ceremonial > Religious Items | none | 15550 | Apparel & Accessories > Jewelry > Bracelets | none |
| 6535 | Crown Chakra Ritual Kit | -15388 | #NOT-ON-SALE | 0 | none |