Fold 1 - Understanding why coefficient -6979 was selected
Tag: CRYSTAL HEALING
Selected Coefficient: -6979
Taxonomy Path: -7.1.1
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? |
|---|---|---|---|---|---|
| -6979 | 2.000000 | -7.1.1 | -1.1.7 (-(6889 + 83 + 7)) | Yes | |
| 96 | 2.000000 | 13.1 | 1.13 (83 + 13) | No | |
| 186 | 2.000000 | 20.2 | 2.20 (2*83 + 20) | No |
These are the training products that have the "CRYSTAL HEALING" tag (processing sequence 3529). 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 |
|---|---|---|---|---|---|---|---|
| 30534 | Amethyst Spirit Quartz - Small | 186 | none | 7165 | none | ||
| 30533 | Beryl Tumbles | 96 | none | 7075 | Religious & Ceremonial > Religious Items > Prayer Beads | none | |
| 30529 | Bismuth | -6979 | ROOT CHAKRA | 0 | none |