Fold 2 - Understanding why coefficient 34487845 was selected
Tag: WELLNESS
Selected Coefficient: 34487845
Taxonomy Path: 0.1.75.69
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? |
|---|---|---|---|---|---|
| 34487845 | 1.000000 | 0.1.75.69 | 69.75.1.0 (69*79^3 + 75*79^2 + 79) | Yes | |
| 3433024407 | 1.000000 | 12.1.78.10.9.1 | 1.9.10.78.1.12 (3077056399 + 9*79^4 + 10*79^3 + 78*79^2 + 79 + 12) | No |
These are the training products that have the "WELLNESS" tag (processing sequence 3076). 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 |
|---|---|---|---|---|---|---|---|
| 5805 | Sniffle Stick for Noses | 3433024407 | MADE IN USA | 3398536562 | none | ||
| 9990 | Homemade Natural Mala Necklace | 34487845 | PINK, GREY, BLUE, BEADS, HEALTH, QUARTZ | 0 | none |