Fold 3 - Understanding why coefficient -731096 was selected
Tag: DELICIOUS
Selected Coefficient: -731096
Taxonomy Path: -9.2.3.2
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -731096 | 2.000000 | -9.2.3.2 | -2.3.2.9 (-(2*71^3 + 3*71^2 + 2*71 + 9)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 148512968 | 2.000000 | 67.0.67.59.5 | 5.59.67.0.67 (5*71^4 + 59*71^3 + 67*71^2 + 67) | No |
These are the training products that have the "DELICIOUS" tag (processing sequence 657). 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 |
|---|---|---|---|---|---|---|---|
| 3175 | The Hemp Farm Kiwi Hemp Hearts | 148512968 | KETOGENIC, ANTI-INFLAMMATORY | 149244064 | OMEGA | ||
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | KETOGENIC, ALL AGES | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | FOOD, GUT HEALTH, OMEGA | |
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | -731096 | PROTEIN, DAIRY FREE | 0 | none |