Fold 3 - Understanding why coefficient -1004968 was selected
Tag: DELICIOUS
Selected Coefficient: -1004968
Taxonomy Path: -9.2.3.2
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? |
|---|---|---|---|---|---|
| -1004968 | 1.000000 | -9.2.3.2 | -2.3.2.9 (-(2*79^3 + 3*79^2 + 2*79 + 9)) | Yes | |
| 0 | 1.000000 | 0 | 0 (0) | No |
These are the training products that have the "DELICIOUS" tag (processing sequence 1189). 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 |
|---|---|---|---|---|---|---|---|
| 3112 | Hemp Connect Hemp Hearts - ON SALE! | 0 | KETOGENIC, ALL AGES | 1004968 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | FOOD, GUT HEALTH, RAW, OMEGA | |
| 3114 | Hemp Connect NZ Hemp Protein Powder - Plain Natural | -1004968 | ALKALINE, DAIRY FREE | 0 | none |