Fold 2 - Understanding why coefficient 2218417 was selected
Tag: VITALITY
Selected Coefficient: 2218417
Taxonomy Path: 22.5.14.6
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? |
|---|---|---|---|---|---|
| 2218417 | 1.000000 | 22.5.14.6 | 6.14.5.22 (6*71^3 + 14*71^2 + 5*71 + 22) | Yes | |
| 127764003 | 1.000000 | 0.69.68.1.5 | 5.1.68.69.0 (5*71^4 + 357911 + 68*71^2 + 69*71) | No |
These are the training products that have the "VITALITY" tag (processing sequence 1375). 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 |
|---|---|---|---|---|---|---|---|
| 3110 | Green Trading Organic Shatavari Powder | 127764003 | ORGANIC | 125545586 | none | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 2218417 | KETOGENIC, ALL AGES, DELICIOUS, FOOD, GUT HEALTH | 0 | none |