Fold 2 - Understanding why coefficient -2363189 was selected
Tag: FOCUS
Selected Coefficient: -2363189
Taxonomy Path: -13.3.11.4
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? |
|---|---|---|---|---|---|
| -2363189 | 1.000000 | -13.3.11.4 | -4.11.3.13 (-(4*83^3 + 11*83^2 + 3*83 + 13)) | Yes | |
| 1164346 | 1.000000 | 22.1.3.2 | 2.3.1.22 (2*83^3 + 3*83^2 + 83 + 22) | No |
These are the training products that have the "FOCUS" tag (processing sequence 4966). 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 |
|---|---|---|---|---|---|---|---|
| 33401 | Mobridge DA-G2.ENTRY A2B Ford Pre-Amplifier | 1164346 | EXPLORER | 3527535 | none | ||
| 3080 | Absolute Essential Bergamot Essential Oil (Organic) | -2363189 | DIFFUSION, WOUND CARE | 0 | none |