Fold 0 - Understanding why coefficient -3451273 was selected
Tag: SUN
Selected Coefficient: -3451273
Taxonomy Path: -0.0.0.7
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? |
|---|---|---|---|---|---|
| -3451273 | 1.000000 | -0.0.0.7 | -7.0.0.0 (-(7*79^3)) | Yes | |
| 74799 | 1.000000 | 65.77.11 | 11.77.65 (11*79^2 + 77*79 + 65) | No |
These are the training products that have the "SUN" tag (processing sequence 2837). 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 |
|---|---|---|---|---|---|---|---|
| 3069 | Absolute Essential Aloe Vera Gel (Organic) | 74799 | BATHROOM, INSECT BITES | 3526072 | none | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -3451273 | ORGANIC, BEAUTY | 0 | none |