Fold 1 - Understanding why coefficient 127764003 was selected
Tag: GLUTEN FREE
Selected Coefficient: 127764003
Taxonomy Path: 0.69.68.1.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 127764003 | 0.014085 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | Yes | |
| 0 | 0.042254 | 0 | 0 (0) | No |
These are the training products that have the "GLUTEN FREE" tag (processing sequence 802). 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 |
|---|---|---|---|---|---|---|---|
| 3107 | Green Trading Organic Amla Capsules - 500mg | 127764003 | ORGANIC | 0 | none | ||
| 3108 | Green Trading Organic Ashwagandha Capsules | 127764003 | ORGANIC | 0 | none | ||
| 3110 | Green Trading Organic Shatavari Powder | 127764003 | ORGANIC | 0 | none | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | KETOGENIC, ALL AGES, APPETITE | -127764003 | GUT HEALTH |