Fold 0 - Understanding why coefficient 25205 was selected
Tag: CIRCLE
Selected Coefficient: 25205
Taxonomy Path: 0.0.5
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? |
|---|---|---|---|---|---|
| 25205 | 1.000000 | 0.0.5 | 5.0.0 (5*71^2) | Yes | |
| 25367 | 1.000000 | 20.2.5 | 5.2.20 (5*71^2 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Tarot Cards | No |
These are the training products that have the "CIRCLE" tag (processing sequence 579). 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 |
|---|---|---|---|---|---|---|---|
| 228 | St Christopher Medal Rose Quartz Necklace | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | ALYCIÆNGEL | 162 | Religious & Ceremonial > Religious Items | none |
| 272 | Rise Above Multi Strand Necklace | 25205 | CITRINE, ALYCIÆNGEL | 0 | none |